diff --git a/examples/helio_gr_test/cb.swiftest.in b/examples/helio_gr_test/cb.swiftest.in
index e4a010b1e..64406c4cf 100644
--- a/examples/helio_gr_test/cb.swiftest.in
+++ b/examples/helio_gr_test/cb.swiftest.in
@@ -1,4 +1,4 @@
-0
+Sun
 39.476926408897626
 0.004650467260962157
 4.7535806948127355e-12
diff --git a/examples/helio_gr_test/init_cond.py b/examples/helio_gr_test/init_cond.py
index 5b378da74..e4351de42 100755
--- a/examples/helio_gr_test/init_cond.py
+++ b/examples/helio_gr_test/init_cond.py
@@ -5,8 +5,7 @@
 sim.param['PL_IN'] = "pl.swiftest.in"
 sim.param['TP_IN'] = "tp.swiftest.in"
 sim.param['CB_IN'] = "cb.swiftest.in"
-sim.param['BIN_OUT'] = "bin.swiftest.dat"
-sim.param['ENC_OUT'] = "enc.swiftest.dat"
+sim.param['BIN_OUT'] = "bin.swiftest.nc"
 
 sim.param['MU2KG'] = swiftest.MSun
 sim.param['TU2S'] = swiftest.YR2S
@@ -22,9 +21,11 @@
 sim.param['CHK_RMIN'] = swiftest.RSun / swiftest.AU2M
 sim.param['CHK_RMAX'] = 1000.0
 sim.param['CHK_EJECT'] = 1000.0
-sim.param['OUT_FORM'] = "EL"
 sim.param['OUT_STAT'] = "UNKNOWN"
-sim.param['RHILL_PRESENT'] = "NO"
+sim.param['IN_FORM'] = "EL"
+sim.param['OUT_FORM'] = "XVEL"
+sim.param['OUT_TYPE'] = "NETCDF_DOUBLE"
+sim.param['RHILL_PRESENT'] = "YES"
 sim.param['GR'] = 'YES'
 
 bodyid = {
diff --git a/examples/helio_gr_test/param.swifter.in b/examples/helio_gr_test/param.swifter.in
index acca6f7aa..14a2e67ab 100644
--- a/examples/helio_gr_test/param.swifter.in
+++ b/examples/helio_gr_test/param.swifter.in
@@ -4,24 +4,24 @@ TSTOP            1000.0
 DT               0.0006844626967830253
 ISTEP_OUT        1461
 ISTEP_DUMP       1461
-OUT_FORM         EL
-OUT_TYPE         REAL8
+OUT_FORM         XVEL
+OUT_TYPE         NETCDF_DOUBLE
 OUT_STAT         UNKNOWN
 IN_TYPE          ASCII
 PL_IN            pl.swifter.in
 TP_IN            tp.swifter.in
 BIN_OUT          bin.swifter.dat
-ENC_OUT          enc.swifter.dat
 CHK_QMIN         0.004650467260962157
 CHK_RMIN         0.004650467260962157
 CHK_RMAX         1000.0
 CHK_EJECT        1000.0
 CHK_QMIN_COORD   HELIO
 CHK_QMIN_RANGE   0.004650467260962157 1000.0
+ENC_OUT          enc.swifter.dat
 EXTRA_FORCE      NO
 BIG_DISCARD      NO
 CHK_CLOSE        YES
-RHILL_PRESENT    NO
+RHILL_PRESENT    YES
 C                63241.07708426628
 J2               4.7535806948127355e-12
 J4               -2.2473967953572827e-18
diff --git a/examples/helio_gr_test/param.swiftest.in b/examples/helio_gr_test/param.swiftest.in
index f5a748693..06cd551b5 100644
--- a/examples/helio_gr_test/param.swiftest.in
+++ b/examples/helio_gr_test/param.swiftest.in
@@ -4,15 +4,14 @@ TSTOP            1000.0
 DT               0.0006844626967830253
 ISTEP_OUT        1461
 ISTEP_DUMP       1461
-OUT_FORM         EL
-OUT_TYPE         REAL8
+OUT_FORM         XVEL
+OUT_TYPE         NETCDF_DOUBLE
 OUT_STAT         UNKNOWN
 IN_TYPE          ASCII
 PL_IN            pl.swiftest.in
 TP_IN            tp.swiftest.in
 CB_IN            cb.swiftest.in
-BIN_OUT          bin.swiftest.dat
-ENC_OUT          enc.swiftest.dat
+BIN_OUT          bin.swiftest.nc
 CHK_QMIN         0.004650467260962157
 CHK_RMIN         0.004650467260962157
 CHK_RMAX         1000.0
@@ -22,15 +21,15 @@ CHK_QMIN_RANGE   0.004650467260962157 1000.0
 MU2KG            1.988409870698051e+30
 TU2S             31557600.0
 DU2M             149597870700.0
+IN_FORM          EL
+ENC_OUT          enc.dat
 EXTRA_FORCE      NO
+DISCARD_OUT      discard.out
 BIG_DISCARD      NO
 CHK_CLOSE        YES
-RHILL_PRESENT    NO
+RHILL_PRESENT    YES
 FRAGMENTATION    NO
 ROTATION         NO
 TIDES            NO
 ENERGY           NO
 GR               YES
-YARKOVSKY        NO
-YORP             NO
-MTINY            0.0
diff --git a/examples/helio_gr_test/pl.swifter.in b/examples/helio_gr_test/pl.swifter.in
index f39e7af56..9add1dc1a 100644
--- a/examples/helio_gr_test/pl.swifter.in
+++ b/examples/helio_gr_test/pl.swifter.in
@@ -1,36 +1,36 @@
 9
-0 39.476926408897625196
+0 39.476926408897626
 0.0 0.0 0.0
 0.0 0.0 0.0
-1 6.5537098095653139645e-06
+1 6.5537098095653139645e-06 0.001475131156288637831
 1.6306381826061645943e-05
--0.30949970210807342674 0.1619004125820537876 0.041620272188990829754
--6.8742992150644793847 -8.672423996611946485 -0.078109307586001638286
-2 9.663313399581537916e-05
+-0.0361820239646683528 -0.46276010580341980782 -0.034496398006472611675
+8.183688458560222766 -0.27616682338432374386 -0.7732476400340904169
+2 9.663313399581537916e-05 0.0067590747715647875607
 4.0453784346544178454e-05
--0.5567137338251560985 -0.46074173273652380134 0.02580196630219121906
-4.6580776303108450487 -5.726444072926637749 -0.3473859047161406309
-3 0.000120026935827952453094
+0.04707194870345993154 -0.7255425078625500346 -0.012673782840571969424
+7.3226765098927520106 0.45143529808423807744 -0.4163607714267330732
+3 0.000120026935827952453094 0.01004493295891520948
 4.25875607065040958e-05
-0.6978790186886838498 -0.73607603319120218366 3.261671020506711323e-05
-4.4579240279134950613 4.300011122687349501 -0.00022055769049333364448
-4 1.2739802010675941456e-05
+0.9784182446151709067 -0.2394545623617302943 7.8432240502479141865e-06
+1.3916805835822199726 6.0802455505175572043 -0.00029695052429473289775
+4 1.2739802010675941456e-05 0.007246527815634877893
 2.265740805092889601e-05
--1.617661473167097963 0.38314370807747849534 0.04771055403546069218
--0.98751874613118001086 -4.5371239937302254657 -0.07086074102213555221
-5 0.037692251088985676735
+-1.64827450584581503 -0.04818173529735803734 0.039422108862210397673
+0.3393812176064170994 -4.672429323734897043 -0.1062469093563351878
+5 0.037692251088985676735 0.3552712221482522291
 0.00046732617030490929307
-4.1527454588897487753 -2.8347492039446908763 -0.081136554176388195336
-1.5225069137843642898 2.4087104911325327961 -0.044067446366273183833
-6 0.011285899820091272997
+4.2888079225575648223 -2.6068082746690541818 -0.08512743586621877856
+1.4000629754656241179 2.4876377693334669565 -0.04165606656604725836
+6 0.011285899820091272997 0.4376655756331854547
 0.00038925687730393611812
-6.39471595410062843 -7.621162747287802297 -0.121992225877669294154
-1.4493167787574136286 1.3075474785896286071 -0.08039429377859412155
-7 0.0017236589478267730203
+6.528501376442308768 -7.4981197287393284157 -0.12945412016904539465
+1.4250071771025915456 1.33599992135721594 -0.07992159012428249671
+7 0.0017236589478267730203 0.46970222329693796102
 0.00016953449859497231466
-14.793135356927480828 13.074218343364380601 -0.14311846037737518955
--0.9605086875596024784 1.0118431725941020164 0.016148779866732710198
-8 0.0020336100526728302319
+14.703390521074780395 13.168120788311910019 -0.14161196287363458923
+-0.96768368440931795183 1.0056701102995595347 0.01621895610074016891
+8 0.0020336100526728302319 0.78148373992374883156
 0.000164587904124493665
-29.568629894896030663 -4.5543028991960081697 -0.58771107137394917874
-0.16867624969736024011 1.1427992197933557251 -0.027387722828706092838
+29.584136736556288838 -4.4478894754775319953 -0.5902566603324214123
+0.16448791459483679965 1.1435219564135608914 -0.027304639012640681262
diff --git a/examples/helio_gr_test/pl.swiftest.in b/examples/helio_gr_test/pl.swiftest.in
index b624d25ba..cd6a82534 100644
--- a/examples/helio_gr_test/pl.swiftest.in
+++ b/examples/helio_gr_test/pl.swiftest.in
@@ -1,33 +1,33 @@
 8
-1 6.5537098095653139645e-06
+Mercury 6.5537098095653139645e-06 0.001475131156288637831
 1.6306381826061645943e-05
--0.30949970210807342674 0.1619004125820537876 0.041620272188990829754
--6.8742992150644793847 -8.672423996611946485 -0.078109307586001638286
-2 9.663313399581537916e-05
+0.38709993253896590737 0.20562614632859010921 7.0036272314159866426
+48.303648911363737284 29.187750438580689405 192.22398026813181104
+Venus 9.663313399581537916e-05 0.0067590747715647875607
 4.0453784346544178454e-05
--0.5567137338251560985 -0.46074173273652380134 0.02580196630219121906
-4.6580776303108450487 -5.726444072926637749 -0.3473859047161406309
-3 0.000120026935827952453094
+0.7233249152313999675 0.006782779674600277614 3.3945084679511872139
+76.62172192899298295 55.11871576732421829 141.51944714681908977
+Earth 0.000120026935827952453094 0.01004493295891520948
 4.25875607065040958e-05
-0.6978790186886838498 -0.73607603319120218366 3.261671020506711323e-05
-4.4579240279134950613 4.300011122687349501 -0.00022055769049333364448
-4 1.2739802010675941456e-05
+1.0000207198983319667 0.01667731166077134064 0.0027576432734417160447
+175.55813761562768605 287.40166532678227895 245.00485341438161413
+Mars 1.2739802010675941456e-05 0.007246527815634877893
 2.265740805092889601e-05
--1.617661473167097963 0.38314370807747849534 0.04771055403546069218
--0.98751874613118001086 -4.5371239937302254657 -0.07086074102213555221
-5 0.037692251088985676735
+1.5236922769560579116 0.093361659829406723476 1.8479133359077690724
+49.490611477105659333 286.70751815915190264 210.36775515565921069
+Jupiter 0.037692251088985676735 0.3552712221482522291
 0.00046732617030490929307
-4.1527454588897487753 -2.8347492039446908763 -0.081136554176388195336
-1.5225069137843642898 2.4087104911325327961 -0.044067446366273183833
-6 0.011285899820091272997
+5.203523661489898977 0.04851833897394460665 1.3035686835324369337
+100.51671881401649955 273.38319313278452682 318.65986979714938343
+Saturn 0.011285899820091272997 0.4376655756331854547
 0.00038925687730393611812
-6.39471595410062843 -7.621162747287802297 -0.121992225877669294154
-1.4493167787574136286 1.3075474785896286071 -0.08039429377859412155
-7 0.0017236589478267730203
+9.581904852310625387 0.052236260603057811658 2.486258128114103183
+113.595257336893098454 335.64742317800698856 225.92836894588160135
+Uranus 0.0017236589478267730203 0.46970222329693796102
 0.00016953449859497231466
-14.793135356927480828 13.074218343364380601 -0.14311846037737518955
--0.9605086875596024784 1.0118431725941020164 0.016148779866732710198
-8 0.0020336100526728302319
+19.238019712529130345 0.0442880601027018303 0.770350326736000679
+74.09520891350530292 95.7524345508490029 236.07863258800219342
+Neptune 0.0020336100526728302319 0.78148373992374883156
 0.000164587904124493665
-29.568629894896030663 -4.5543028991960081697 -0.58771107137394917874
-0.16867624969736024011 1.1427992197933557251 -0.027387722828706092838
+30.291369954344219195 0.013531244039650480379 1.7689741418447819665
+131.74449502957048708 245.89296040993210113 334.5035290478779757
diff --git a/examples/symba_energy_momentum/param.disruption_off_axis.in b/examples/symba_energy_momentum/param.disruption_off_axis.in
index 58922133f..b10ecee63 100644
--- a/examples/symba_energy_momentum/param.disruption_off_axis.in
+++ b/examples/symba_energy_momentum/param.disruption_off_axis.in
@@ -22,8 +22,8 @@ DISCARD_OUT    discard.disruption_off_axis.out
 EXTRA_FORCE    no                ! no extra user-defined forces
 BIG_DISCARD    no                ! output all planets if anything discarded
 RHILL_PRESENT  yes               ! Hill's sphere radii in input file
-GMTINY         1.0e-16
-MIN_GMFRAG     1.0e-12
+GMTINY         1.0e-11
+MIN_GMFRAG     1.0e-11
 FRAGMENTATION  yes
 MU2KG          1.98908e30
 TU2S           3.1556925e7
diff --git a/examples/symba_mars_disk/param.in b/examples/symba_mars_disk/param.in
index 3a2851566..1fac92462 100644
--- a/examples/symba_mars_disk/param.in
+++ b/examples/symba_mars_disk/param.in
@@ -6,8 +6,8 @@ CB_IN          cb.in
 PL_IN          mars.in
 TP_IN          tp.in
 IN_TYPE        ASCII
-ISTEP_OUT      100
-ISTEP_DUMP     100
+ISTEP_OUT      1
+ISTEP_DUMP     1
 BIN_OUT        bin.nc 
 PARTICLE_OUT   particle.dat
 OUT_TYPE       NETCDF_DOUBLE
diff --git a/examples/symba_mars_disk/timetest.sh b/examples/symba_mars_disk/timetest.sh
new file mode 100755
index 000000000..e881f6ceb
--- /dev/null
+++ b/examples/symba_mars_disk/timetest.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+outname="timetest.csv"
+echo "N cores, wall time (s)" > $outname
+for value in {1..12}
+do
+   export OMP_NUM_THREADS=$value
+   walltime="$(/usr/bin/time -f %e ./swiftest_driver symba param.in 2>&1 > /dev/null)"
+   echo "$value,$walltime" >> $outname
+done
\ No newline at end of file
diff --git a/examples/whm_gr_test/init_cond.py b/examples/whm_gr_test/init_cond.py
index ab7e7370a..d4d9a37fa 100755
--- a/examples/whm_gr_test/init_cond.py
+++ b/examples/whm_gr_test/init_cond.py
@@ -13,12 +13,9 @@
 sim.param['DU2M'] = swiftest.AU2M
 sim.param['T0'] = 0.0
 sim.param['DT'] = 0.25 * swiftest.JD2S / swiftest.YR2S
-#sim.param['TSTOP'] = 1000.0
-#sim.param['ISTEP_OUT']  = 1461
-#sim.param['ISTEP_DUMP'] = 1461
-sim.param['TSTOP'] = 2*sim.param['DT']
-sim.param['ISTEP_OUT']  = 1
-sim.param['ISTEP_DUMP'] = 1
+sim.param['TSTOP'] = 1000.0
+sim.param['ISTEP_OUT']  = 1461
+sim.param['ISTEP_DUMP'] = 1461
 
 sim.param['CHK_QMIN_COORD'] = "HELIO"
 sim.param['CHK_QMIN'] = swiftest.RSun / swiftest.AU2M
diff --git a/examples/whm_gr_test/param.swifter.in b/examples/whm_gr_test/param.swifter.in
index 4ff880f6b..105579a82 100644
--- a/examples/whm_gr_test/param.swifter.in
+++ b/examples/whm_gr_test/param.swifter.in
@@ -1,9 +1,9 @@
 ! VERSION        Swifter parameter file converted from Swiftest
 T0               0.0
-TSTOP            0.0013689253935660506
+TSTOP            1000.0
 DT               0.0006844626967830253
-ISTEP_OUT        1
-ISTEP_DUMP       1
+ISTEP_OUT        1461
+ISTEP_DUMP       1461
 OUT_FORM         EL
 OUT_TYPE         REAL8
 OUT_STAT         UNKNOWN
diff --git a/examples/whm_gr_test/param.swiftest.in b/examples/whm_gr_test/param.swiftest.in
index 257def623..d7f584790 100644
--- a/examples/whm_gr_test/param.swiftest.in
+++ b/examples/whm_gr_test/param.swiftest.in
@@ -1,9 +1,9 @@
 ! VERSION        Swiftest parameter input
 T0               0.0
-TSTOP            0.0013689253935660506
+TSTOP            1000.0
 DT               0.0006844626967830253
-ISTEP_OUT        1
-ISTEP_DUMP       1
+ISTEP_OUT        1461
+ISTEP_DUMP       1461
 OUT_FORM         XVEL
 OUT_TYPE         NETCDF_DOUBLE
 OUT_STAT         UNKNOWN
diff --git a/examples/whm_gr_test/param.swiftest.nogr.in b/examples/whm_gr_test/param.swiftest.nogr.in
new file mode 100644
index 000000000..d6047ee82
--- /dev/null
+++ b/examples/whm_gr_test/param.swiftest.nogr.in
@@ -0,0 +1,33 @@
+! VERSION        Swiftest parameter input
+T0               0.0
+TSTOP            1000.0
+DT               0.0006844626967830253
+ISTEP_OUT        1461
+ISTEP_DUMP       1461
+OUT_FORM         XVEL
+OUT_TYPE         NETCDF_DOUBLE
+OUT_STAT         UNKNOWN
+IN_TYPE          ASCII
+PL_IN            pl.swiftest.in
+TP_IN            tp.swiftest.in
+CB_IN            cb.swiftest.in
+BIN_OUT          bin.swiftest.nogr.nc
+CHK_QMIN         0.004650467260962157
+CHK_RMIN         0.004650467260962157
+CHK_RMAX         1000.0
+CHK_EJECT        1000.0
+CHK_QMIN_COORD   HELIO
+CHK_QMIN_RANGE   0.004650467260962157 1000.0
+MU2KG            1.988409870698051e+30
+TU2S             31557600.0
+DU2M             149597870700.0
+IN_FORM          EL
+EXTRA_FORCE      NO
+BIG_DISCARD      NO
+CHK_CLOSE        YES
+RHILL_PRESENT    YES
+FRAGMENTATION    NO
+ROTATION         NO
+TIDES            NO
+ENERGY           NO
+GR               NO 
diff --git a/examples/whm_gr_test/pl.swifter.in b/examples/whm_gr_test/pl.swifter.in
index a27e62f95..9add1dc1a 100644
--- a/examples/whm_gr_test/pl.swifter.in
+++ b/examples/whm_gr_test/pl.swifter.in
@@ -2,35 +2,35 @@
 0 39.476926408897626
 0.0 0.0 0.0
 0.0 0.0 0.0
-1 6.553709809565314146e-06 0.0014751261514880139061
+1 6.5537098095653139645e-06 0.001475131156288637831
 1.6306381826061645943e-05
--0.29510017042975300594 -0.34346884022084378518 -0.000997917547895216684
-5.709185893355676925 -6.2220892824670268354 -1.0321515701207669188
-2 9.6633133995815381836e-05 0.006759061578633710828
+-0.0361820239646683528 -0.46276010580341980782 -0.034496398006472611675
+8.183688458560222766 -0.27616682338432374386 -0.7732476400340904169
+2 9.663313399581537916e-05 0.0067590747715647875607
 4.0453784346544178454e-05
--0.21096294566811030213 -0.6945147553261317164 0.0026420019351886940041
-7.0187176732445560167 -2.1783670470162428854 -0.43491289164169576724
-3 0.000120026935827952456416 0.010044949983771724966
+0.04707194870345993154 -0.7255425078625500346 -0.012673782840571969424
+7.3226765098927520106 0.45143529808423807744 -0.4163607714267330732
+3 0.000120026935827952453094 0.01004493295891520948
 4.25875607065040958e-05
-0.905522725638602366 -0.44829515638659761523 1.8122901980659660508e-05
-2.685845700565266851 5.6080546137104218133 -0.00027833838024725729542
-4 1.2739802010675941808e-05 0.0072465915674003790445
+0.9784182446151709067 -0.2394545623617302943 7.8432240502479141865e-06
+1.3916805835822199726 6.0802455505175572043 -0.00029695052429473289775
+4 1.2739802010675941456e-05 0.007246527815634877893
 2.265740805092889601e-05
--1.6511945936824949932 0.1180803833522415941 0.042978148735422203042
--0.17443328105136805607 -4.661619009141641736 -0.09341597039948347882
-5 0.03769225108898567778 0.3552713110772063853
+-1.64827450584581503 -0.04818173529735803734 0.039422108862210397673
+0.3393812176064170994 -4.672429323734897043 -0.1062469093563351878
+5 0.037692251088985676735 0.3552712221482522291
 0.00046732617030490929307
-4.2381319671740662614 -2.694827110197309139 -0.08362807329786287047
-1.44742540330701551 2.4581907268113588696 -0.042593445938391914576
-6 0.01128589982009127331 0.4376635990332856823
+4.2888079225575648223 -2.6068082746690541818 -0.08512743586621877856
+1.4000629754656241179 2.4876377693334669565 -0.04165606656604725836
+6 0.011285899820091272997 0.4376655756331854547
 0.00038925687730393611812
-6.4776155764849425722 -7.5454781609219372385 -0.12660625214421539209
-1.4343694668413992401 1.3251694474665614901 -0.08010594537316981756
-7 0.001723658947826773068 0.46966224198242572768
+6.528501376442308768 -7.4981197287393284157 -0.12945412016904539465
+1.4250071771025915456 1.33599992135721594 -0.07992159012428249671
+7 0.0017236589478267730203 0.46970222329693796102
 0.00016953449859497231466
-14.737783583010530819 13.132284780084109599 -0.14218874866247160904
--0.96494157148906816704 1.0080364706941240677 0.016191990849809560611
-8 0.0020336100526728302882 0.7814394516095526881
+14.703390521074780395 13.168120788311910019 -0.14161196287363458923
+-0.96768368440931795183 1.0056701102995595347 0.01621895610074016891
+8 0.0020336100526728302319 0.78148373992374883156
 0.000164587904124493665
-29.578253698940308425 -4.488584904681241383 -0.58928426126360722304
-0.16609282485651713797 1.143247554888599065 -0.027336661118935745503
+29.584136736556288838 -4.4478894754775319953 -0.5902566603324214123
+0.16448791459483679965 1.1435219564135608914 -0.027304639012640681262
diff --git a/examples/whm_gr_test/pl.swiftest.in b/examples/whm_gr_test/pl.swiftest.in
index 9d3171b2a..cd6a82534 100644
--- a/examples/whm_gr_test/pl.swiftest.in
+++ b/examples/whm_gr_test/pl.swiftest.in
@@ -1,33 +1,33 @@
 8
-Mercury 6.553709809565314146e-06 0.0014751261514880139061
+Mercury 6.5537098095653139645e-06 0.001475131156288637831
 1.6306381826061645943e-05
-0.38709861919270799335 0.20562987442219879397 7.0036598799530471737
-48.303764444546942514 29.187012577257871015 139.02452846395490837
-Venus 9.6633133995815381836e-05 0.006759061578633710828
+0.38709993253896590737 0.20562614632859010921 7.0036272314159866426
+48.303648911363737284 29.187750438580689405 192.22398026813181104
+Venus 9.663313399581537916e-05 0.0067590747715647875607
 4.0453784346544178454e-05
-0.72332350338494522113 0.0067851993472706276234 3.3945100118236060105
-76.62172575937908903 55.11451498626085055 120.69543184874230235
-Earth 0.000120026935827952456416 0.010044949983771724966
+0.7233249152313999675 0.006782779674600277614 3.3945084679511872139
+76.62172192899298295 55.11871576732421829 141.51944714681908977
+Earth 0.000120026935827952453094 0.01004493295891520948
 4.25875607065040958e-05
-1.000022414803547921 0.016679693167334301573 0.002750719340522077977
-175.59912721852418827 287.3487256951211748 232.20474506920808722
-Mars 1.2739802010675941808e-05 0.0072465915674003790445
+1.0000207198983319667 0.01667731166077134064 0.0027576432734417160447
+175.55813761562768605 287.40166532678227895 245.00485341438161413
+Mars 1.2739802010675941456e-05 0.007246527815634877893
 2.265740805092889601e-05
-1.5237056817307590428 0.09335454089002033495 1.8479086301002540793
-49.490790672135332784 286.7030449733272235 203.56009534652309867
-Jupiter 0.03769225108898567778 0.3552713110772063853
+1.5236922769560579116 0.093361659829406723476 1.8479133359077690724
+49.490611477105659333 286.70751815915190264 210.36775515565921069
+Jupiter 0.037692251088985676735 0.3552712221482522291
 0.00046732617030490929307
-5.203524963998765074 0.048518619089771883313 1.3035691332389880426
-100.516740776557597314 273.38311024861741316 317.57998688455870706
-Saturn 0.01128589982009127331 0.4376635990332856823
+5.203523661489898977 0.04851833897394460665 1.3035686835324369337
+100.51671881401649955 273.38319313278452682 318.65986979714938343
+Saturn 0.011285899820091272997 0.4376655756331854547
 0.00038925687730393611812
-9.581861578191695372 0.05220296447788015659 2.4862598063103709123
-113.59526938704850352 335.69019804854252698 225.44748806008931297
-Uranus 0.001723658947826773068 0.46966224198242572768
+9.581904852310625387 0.052236260603057811658 2.486258128114103183
+113.595257336893098454 335.64742317800698856 225.92836894588160135
+Uranus 0.0017236589478267730203 0.46970222329693796102
 0.00016953449859497231466
-19.23638216159032055 0.04433184777155944195 0.7703424893861580136
-74.09557761028084144 95.84993853316392176 235.82773290830229485
-Neptune 0.0020336100526728302882 0.7814394516095526881
+19.238019712529130345 0.0442880601027018303 0.770350326736000679
+74.09520891350530292 95.7524345508490029 236.07863258800219342
+Neptune 0.0020336100526728302319 0.78148373992374883156
 0.000164587904124493665
-30.289653279202511271 0.013458737599393380546 1.769000156955224945
-131.74519418988560915 245.79890439350270981 334.51418242279709148
+30.291369954344219195 0.013531244039650480379 1.7689741418447819665
+131.74449502957048708 245.89296040993210113 334.5035290478779757
diff --git a/examples/whm_gr_test/swiftest_relativity.ipynb b/examples/whm_gr_test/swiftest_relativity.ipynb
index bbc87d783..da1946b2f 100644
--- a/examples/whm_gr_test/swiftest_relativity.ipynb
+++ b/examples/whm_gr_test/swiftest_relativity.ipynb
@@ -37,7 +37,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reading Swiftest file param.swiftest.nogr.in\n",
+      "\n",
+      "Creating Dataset\n",
+      "Successfully converted 1001 output frames.\n",
+      "Swiftest simulation data stored as xarray DataSet .ds\n"
+     ]
+    }
+   ],
+   "source": [
+    "nogrsim = swiftest.Simulation(param_file=\"param.swiftest.nogr.in\")\n",
+    "nogrsim.bin2xr()\n",
+    "nogrdat = nogrsim.ds"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -45,7 +68,7 @@
      "output_type": "stream",
      "text": [
       "Reading Swiftest file param.swiftest.in\n",
-      "Reading in time 1.000e+03\n",
+      "\n",
       "Creating Dataset\n",
       "Successfully converted 1001 output frames.\n",
       "Swiftest simulation data stored as xarray DataSet .ds\n"
@@ -60,17 +83,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
     "swifterdat['varpi'] = swifterdat['omega'] + swifterdat['capom']\n",
-    "swiftestdat['varpi'] = swiftestdat['omega'] + swiftestdat['capom']"
+    "swiftestdat['varpi'] = swiftestdat['omega'] + swiftestdat['capom']\n",
+    "nogrdat['varpi'] = nogrdat['omega'] + nogrdat['capom']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -84,29 +108,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
-    "varpiswiftest = swiftestdat['varpi'].sel(id=1) * 180.0 / np.pi\n",
+    "varpiswiftest = swiftestdat['varpi'].sel(id=1) \n",
+    "varpinogr = nogrdat['varpi'].sel(id=1)\n",
     "varpiswifter = swifterdat['varpi'].sel(id=1) * 180.0 / np.pi\n",
     "tsim = swiftestdat['time']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
     "dvarpi_swiftest = np.diff(varpiswiftest)  * 3600 * 100 \n",
     "dvarpi_swifter = np.diff(varpiswifter)  * 3600 * 100 \n",
+    "dvarpi_nogr = np.diff(varpinogr) * 3600 * 100\n",
     "dvarpi_obs = np.diff(varpi_obs) / np.diff(t) * 3600 * 100 "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -114,43 +140,46 @@
      "output_type": "stream",
      "text": [
       "Mean precession rate for Mercury long. peri. (arcsec/100 y)\n",
-      "JPL Horizons      : 571.3210506300043\n",
-      "Swifter GR        : 571.6183105524942\n",
-      "Swiftest GR       : 571.5670367229116\n",
-      "Obs - Swifter     : -0.2972599224899675\n",
-      "Obs - Swiftest    : -0.2459860929071831\n",
-      "Swiftest - Swifter: -0.05127382958278304\n"
+      "Swiftest WHM No GR       : 528.5802151329052\n",
+      "Swiftest WHM GR          : 571.5193636321641\n",
+      "JPL Horizons         : 571.3210506300043\n",
+      "Obs - Swiftest No GR : 42.740835497099155\n",
+      "Obs - Swiftest GR    : -0.19831300215981776\n"
      ]
     },
     {
      "data": {
-      "image/png": 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IiBm9GXFwFr8HKQ2PluTzxu/Qp9PoLLFWRUbIsIQhIhVFZGOy1zEReVREwkTkJ29ZpIjUPs/xA0Vki4hsFpHpIpIlZ/FKbXrzEiVKsHbtWjp16gTAggULyJUrF/Hx8cTFxVGuXDkAevXqxezZs5kwYQKfffYZw4YNo3v37gwdOpSZM2eeedI7JiaGe+65hxtvvJEaNWqwYMECwDMjbe3atQkLC6NatWrs3LmTwYMHs2vXLsLCwnjiiSfOitWmPDc5QWJiEl//OIOePz3NtFOR5HK7eazk87zQax5lyjZ1OrxMJcPGMFR1BxAGICIBeNbmngeMB15U1SUi0hYYCTRNfqyIXA08DFRS1VgR+QzPut6TLiem19a+xvZ/t1/OKc5xfeHrear2U+f93MnpzceOHcsjjzzCXXfdRXx8PElJSYwYMYLNmzezcePGc2K1Kc9Nthd3lBc/vZ/5AZvAJbQ6dg231LqDpvW7OB1ZpuTUoHdzYJeq7hURBfJ7ywsA+89zTCCQS0QSgNwX2C9TOz29+cqVK/nuu+/o2rUrI0aMoFevXqlOb56UlHRJ05svXLjwzCy3p6c3r1evHsOHDyc6OppOnTpRvnx5v847YMAAVq1aRXBwMOvWrQP+m/J8x44dDB482KY8N1nG3CVP8vzfS8C7jtHdwQ149P73CQ60nvrzcSphdAOme98/CiwVkVF4usjqp9xZVfd5P/8diAWWqeqy1E4sIn2BvgClSpW6YBAXagmkJ6emN7/hhhuoU6cOixYtonXr1kyYMOFMd1dqbMpzkx2djD3KE5M7syLXAQCanLyGh9u/S4Vrzv9vwXhkeCoVkWCgAzDLW3Q/MFBVrwEGAh+lckwhoCNQFigB5BGRHqmdX1XHqWq4qoYXK1YsPapwWZyc3nz37t2UK1eOhx9+mA4dOvDLL7+cc2xyNuW5yW4++fwJOk2rz4pcB8iX5GZo6f68e/9iSxY+cqLt1QZYr6oHvNsRwFzv+1lAaoPeLYDfVPUfVU3w7n9OSyQrcHJ685kzZ1KlShXCwsLYvn07PXv2pEiRIjRo0IAqVaqcM+htU56b7GJp5GT6jWvByH+/ZF+QiwbHyrMiYhO3Nx3gdGhZSoZPby4iM4ClqjrRu70NuF9Vl4tIc2CkqtZKcUwd4GPgRjxdUpOASFV950LXsunNMx/7/k1GSkhyM/e78YyIfodEEa5IdPNqozlULVOeXMEBToeXKWWa6c1FJDfQEuiXrPg+YIyIBAJxeMcfRKQEMEFV26rqGhGZDawHEoENwLiMjN0Yk3UkuZOYs+oVvtmxgh+D/yIQ6BZ0Bw92foACeYs4HV6WlaEJQ1VPAkVSlK0CaqWy736gbbLt54Hn0ztGY0zWluRWJnwzlHf3L4RgqB4bSNvyz9ClSSe7A+oy5ci5pFT1ouMCJu1l59UdjfPcifHsO/wbz83uz4Zc/1AiMYnbcrcn4o4XyZUrt9PhZQs5LmGEhoZy6NAhihQpYkkjA6kqhw4dIjQ0Sz6gbzI5dbt5cHJjVgbGQG6oG5uHHje+QJNabZwOLVvJcQmjZMmSREdH888//zgdSo4TGhpKyZIlnQ7DZDOLvn+N+dvm8lOuk5SOd9OuUHfuj3jW6bCypRyXMIKCgihbtqzTYRhjLtPhY4d5Z94DzGIz5II6p/LyTsR35AqxVmx6yXEJwxiTxakStfET3lo7ho2h8VQ66aJv+Gia39jc6ciyPUsYxpgs41R8Ai992o4F8ieEQrukKgzqMZEr8lmrIiNYwjDGZAnbf1vDi0v7szlXIjfGBHPb9fdyS7MHnA4rR7GEYYzJ1I4e3c9Lc3uy1HWA0BClg1TliYhJFMyh62o7yRKGMSbTmv/daD7cNYn9gW5qHstPx2oP0alJd6fDyrEsYRhjMp3d+7Yz4esn+Jw9EATdg6oz5MGp9uyUwyxhGGMyjdi4o4z54mGmxawHIOxYLp5qN4Uq5a53ODIDljCMMZnE0ZNxPPVpa34IigGgX55buan5Y1QuWdDZwMwZljCMMY46fHg3n6+cxDuH5hIXJNSPKULvOv2oW8vGKjIbSxjGGMds37mUHqse45RLCAY6uKvzYPdxXFXIJgvMjCxhGGMyXOyp4wz+5HZ+CIjGhdL8YHl6NB9IeFhjp0MzF2AJwxiToT79fBDv/rOU40EuAhW656rLY70/cjos44MMSxgiUhGYmayoHDAUWA6MBULxrKb3gKquTeX4gsAEoAqgwD2qujp9ozbGpJWNP3/Gp1GTWRLwOwS4qH30Kkb3WUSB3EFOh2Z8lGEJQ1V3AGEAIhIA7APmAeOBF1V1iYi0BUYCTVM5xRjgS1XtIiLBgHVyGpMFqNvN1MWv8c4/U4kNcCGqvFJhME1qdiVfqCWLrMSpLqnmwC5V3SsiCuT3lhcA9qfcWUTyA42BXgCqGg/EZ0yoxphL9cvW+SzcOJeZCRvA5aJDfF261b+FqpU7OB2auQR+JwwRyQPEqWrSZVy3GzDd+/5RYKmIjAJcQP1U9i8H/ANMFJHqQBTwiKrGpBJfX6AvQKlSpS4jRGPMpYpLSGLduskM+N9oVIT8SW4GlBpE56a9CAkMcDo8c4kuuiK6iLhE5E4RWSQifwPbgT9FZIuIvC4i5f25oLc7qQMwy1t0PzBQVa8BBgKpjX4FAjWBD1S1BhADDE7t/Ko6TlXDVTW8WLFi/oRmjEkDqsrgie14YOebALQ+WZGRtd/lzhb3WrLI4nxpYXwHfA0MATarqhtARAoDNwEjRGSeqk718ZptgPWqesC7HQE84n0/C8/AdkrRQLSqrvFuz+Y8CcMY45xPPx/EyEPLSAoRypxSbi/Th56tHnU6LJNGfEkYLVQ1IWWhqv4LzAHmiIg/I1fd+a87CjxjFk3w3C3VDNiZyrX+EpE/RKSid/C8ObDVj2saY9LR17/MYtyPo9kdcowkl4uWx69jaM9PKJg/r9OhmTR00YSRWrK4lH0ARCQ30BLol6z4PmCMiAQCcXjHH0SkBDBBVdt693sImObt0toN9PblmsaY9ONOSuKNmf2ZF/cjSSFwTaKLF5t8QLUKDZ0OzaQDnwe9RWRQKsVHgShV3ejLOVT1JFAkRdkqoFYq++4H2ibb3giE+xqvMSb9qNvN2/N6svnQb/wUcowQEToEdGNo72edDs2kI3/ukgr3vj73brcD1gH9RWSWqo5M6+CMMZnPyVOJfLT4GSac+BlCICwuiGc7fEWF4oWdDs2kM38SRhGgpqqeABCR5/EMPjfGc5urJQxjsjF34inWb/qUt9aN4+eQExRPcHN/mcfp2PROAgJtudScwJ+EUYqzH5ZLAEqraqyInErbsIwxmc0LU9syT/4mIFhpcfJqerV4nerlqzkdlslA/iSMT4GfRGSBd/sWYLr3QT67Y8mYbOrbVW8zbdNU1uaO5YY4Fx2v7sVd7Qc6HZZxgM8JQ1VfEpHFQENAgP6qGun9+K70CM4Y45zYuFhGzOzGAt1FUm6hSVJxXug+k6L5bawip/LnLikBbgAKqOowESklIrVTm1nWGJN1aVISS398i7Hbp7ErOIHqMXm4r/F4mlS17qeczp8uqfcBN56H64YBx/E8uHdjOsRljHHA4ZgYRkzvyOKgAxAMt1Ca5/stsCk9DOBfwqijqjVFZAOAqh72PkRnjMkG1m5bzPOrBhMdrISdKED3sHtoU68X4rrolHMmh/AnYSR417FQABEphqfFYYzJwk7EHOWhGa2IDDwJwXB3QBMi7hrJlQVtyRlzNn8Sxtt4Fjy6UkSGA10Ae6zTmCxswueD+eifLzgRKNQ7XpDm5bvQtfUjFz/Q5Ej+3CU1TUSi8Ez8B3Crqm5Ln7CMMelpy84VvP79E0QFnSSXwO0B1RncfwrBgdb9ZM7vognjPHNIAbQRkTaqOjqNYzLGpJMjx/YxbG5vvpI/CQhUah6+koc7TqVW2aucDs1kAb60MPJ5f1bEc0fUQu/2LcCK9AjKGJP2lv44nYlbRrElOB5R5ZHCHbn19ucplMfuXTG+8WV68xcBRGQZnrmkjnu3X+C/VfOMMZnUjh1fMmftZGYlbSIxWGhwtDTDu42iyBXXOx2ayWIuZy6peKBMmkZjjEkzbrey9bfN9PnxMWJcLoIV+hboQucOj1OkUB6nwzNZkD8J4xNgrYjMw3Nr7W3A5HSJyhhzWdTt5qmPb+HLoN/B5aLN4Yp0ahhB3fBbnA7NZGH+3CU1XESWAI28Rb1VdYOvx4tIRWBmsqJywFA8S7OOBUKBROCB80034n0OJBLYp6rtfb22MTnJVyveYPCuicQHCcUTlDb56vPowx/iconToZkszpe7pERVFUBV1wPrL7TP+XjX4g7z7h8A7MPzXMd44EVVXSIibfGsq9H0PKd5BNgG5L9Y3MbkNAf+3cOLc/sSFbCPeJeLxjFlebrbp1xd2NbVNmnDl5uuvxORh0SkVPJCEQkWkWYiMhmI8PO6zYFdqroXT/fW6QRQANif2gEiUhLPKn8T/LyWMdneu3Pu55YF7VkZ9CcnXS4eKnwL7z2w0JKFSVO+dEndDNyDZ+2LssARIBeeZLMMeNPXNb2T6QZM975/FFgqIqO856x/nmPeAp7kv9t8UyUifYG+AKVKlbrQrsZkeSs3TOHzn+ewRHaDS7jp+I2M6PMmuUMLOB2ayYbkIj1JZ+8sEgQUBWJV9cglXdAzYeF+oLKqHhCRt4HvVXWOiNwB9FXVFimOaQ+0VdUHRKQp8LgvYxjh4eEaGRl5sd2MyXJOxMbz3vwnmBr/LQB5k9x80Ggq15epRmiQzSxrLp2IRKlqeGqf+XOXFKqaAPx5mfG0Adar6gHvdgSesQnwPNeRWpdTA6CDd4wjFMgvIlNVtcdlxmJMlqKqbP3tKz5c/j7fBewiSJVO0pI29TsSVr6G0+GZbM6vhJFGuvNfdxR4WhtN8Nwt1QzYmfIAVR0CDAFI1sKwZGFylL+Px/HFihd58+AXEAAV4pUBNV/nppo341nfzJj0laEJQ0RyAy2BfsmK7wPGiEggEId3/EFESgATVLVtRsZoTGa084+1PLm4H7+GJlL+VCK1XE2497ZhFC96hdOhmRzEnyVa71XVjy7nYqp6EiiSomwVUCuVffcD5yQLVV2OpzViTI4wdGJH5ssuNFRocDIfPes9R/2wNk6HZXIgf1oYb4jIXXgerlsLTFfVLekTljFm4ucP8e3+NWwMjaVMvJt6uTozpP8w634yjvEnYRwCXgaC8TyA95mIvK2qH6ZHYMbkVEdPxDFj4TO8m7AcQqF2XAhv3/0NeXLbrbLGWf4kjKOq+q33/ZciMgZYA1jCMCYNaFISS354jRnbZrEhNJGr4pVHwj6k3Y0NnA7NGOASBr1F5Ck8z2IUAI6neUTG5EBJbuXDWRF8cOpnCIV2XM+AzuO5pnBBp0Mz5oxLuUtqDp6pPToCr6RtOMbkPCsiJ/Nh5Nv8kiuecqcCeLDyYFo26OZ0WMacw5+EUUhErlHVX4FfRWQ8sAFYlD6hGZO9ud1JDPnkFhbzB3lC3DRzl+LJztO4ukhhp0MzJlX+JIz8wHIROQhsBQoCSekRlDHZ3axvXuGT32bzW1ACNx4rQPcGb9CyZh2nwzLmgvxJGDcBm4E6eNb3Vqx1YYxf9h88wKtzu7E85CAEQavEK3jt/mUEBtr8Tybz82cBpV+8b1d7X8YYHyUlJbJs3fuM2TyefSFQ62hR7m/2HLUrNUVcvqwyYIzznJhLypgcZff+/TyzqAObg09BENwX2oS7Or9BkbwhTodmjF8sYRiTjj5aNpK3/vwEgqHl8cI0qXArHVsNdDosYy6JP3NJPQhMU9XD6RiPMdnCr3vX8OhX97I3SLgqIYn2+VrSu+so8oUGOR2aMZfMnxZGcWCdiKwHPgaWXmwdb2NymqSkRAZNbsO3AX9BkFDncGn6NH+ZulXDnA7NmMvmz6D3syLyHNAK6A28KyKfAR+p6q70CtCYrGLG4pdZGD2HTSGJANyXuw4PR9gS9Cb78HfFPRWRv4C/8MxaWwiYLSJfqeqT6RGgMZndrt3L+fD7V1ji+hNCIPxYEd7svZSCNqhtshl/xjAexrOc6kE8y6g+oaoJIuLCs0reBROGiFQEZiYrKgcMxbO2xVg8S68mAg+o6toUx14DTMHTLeYGxqnqGF9jNyY9uN3KFys/5cOdr/J7kBCoyugqr1Cj0s0UzB3sdHjGpDmfEoZ4JuCvDnRS1b3JP1NVt4i0v9g5VHUHnmnREZEAYB8wDxgPvKiqS7xrdo8EmqY4PBF4TFXXi0g+IMrbqtnqS/zGpLUdu75l5g8fM0t/hiChxYmq3NeyH5UqNHE6NGPSjU8Jw9sVVSNlskj2+TY/r9sc2KWqe0VE8Uw7Ap4ZcPencv4/gT+974+LyDbgajxTlBiTYVSVX3d+RbcfB5EoQpAq/Yt04I7Oz1sXlMn2/BnDWC0iN6rqujS4bjdguvf9o8BSERkFuID6FzpQRMoANfCsxWFMhjkW8w+DPu3BmuD9IEK9o5V4uOMIqpQu63RoxmQIf+eS6i8ie4AYQPA0Pqr5c0ERCQY6AEO8RfcDA1V1jojcAXwEtDjPsXnxTK/+qKoeO88+fYG+AKVKlfInNGPO6/XPejMlNhKCoUy80rRAAwb1HGvLpZocRXx9lEJESqdWfr5uqgucpyMwQFVbebePAgW93V6CZ2W//KkcFwR8gef5j9G+XCs8PFwjIyP9Cc+Ys6zZMpcPV7/NhsCDJAHNYhoyvM+75AmxSRJM9iQiUaoantpn/vytjzhP+TA/4+nOf91R4BmzaILnbqlmeO64Oos3kXwEbPM1WRhzOeIT4nlq4q0sD/6dxCAhj1sZHfYK9Wt0dDo0YxzjT8KISfY+FGgP+DXYLSK5gZZAv2TF9wFjRCQQiMPbnSQiJYAJqtoWaADcDWwSkY3e455W1cX+XN8YX3yz4hXm/m8pK0L+BYQ7pDODuz1KUK6CTodmjKN87pI650CREGChqrZO25DSjnVJGX/sO3ycecte5sM4z/9Dqsa5GN3tB67Mn8fGKkyOkVZdUinlxvPwnTFZmyr79q3l0UUPsD00nqKJbroVieDOzn3Jlzev09EZk2n486T3Jjyr7AEEAMXwf/zCmExnxJSOTOM3CIW2cVfStfHz1LyhkdNhGZPp+NPCSP40dyJwQFUT0zgeYzLMmsiPGBs5nvWhJ7guLpA2V3Thvp7PWPeTMefhz2y1ft0+a0xmFZeQxDtzBjEj9hsSQ6FuQiFevXM+hfMXcTo0YzI1nxcTFpHJIlIw2XYhEfk4XaIyJp18s3IUt0ypyZRT31Iy3sWgkq/y4X0rLVkY4wN/uqSqqeqR0xuqelhEaqR9SMakvdj4JMbP7Ml49y8QCLdKKZ7oMYP8efI5HZoxWYY/CcMlIoVOL9EqIoX9PN6YDJeUmMD874cxZfd8dgdD+ZOh9A0fxs03tnE6NGOyHH9+4b8B/Cgis/HcLXUHMDxdojImDbiTknjkk5Z87zpE3gA3t3ADfTqPo9wVhZ0OzZgsyZ/1ML4DIvFM3yF41saw6cVNpvTJ168yZc9n/BWUSOPjReha9yUah9utssZcDn/Ww5ivqrWwNShMJva/PZEMX9qP9aHxEAStkooyvO8yQoODnA7NmCzPny6pn9JwPQxj0lRs3FEmLnqMycdWQzBUP1SOp7uMo1Kpq5wOzZhsI8PXwzAmrS1eNZ0pW0exJSQeXC4eyd+SeyLewOWyB/CMSUv+JAy7rcRkKof/2cY362cyYv9sToUI9Y8Vp2+jAdQKu9Xp0IzJlvxJGL8DdwHlVHWYiJQCigP2BLjJcPv2b6Hrl3dwNMBFXlUGFOvBbZ0H2rraxqQjfxLG+4Abz11Sw4DjeJZLvTEd4jImVep28+LUO5ijOyDARdPjYdzZ8H7qhV1wKXhjTBrwJ2HUUdWaIrIBzjzpHZxOcRlzjsXfjeT13ZM5GOiiUJKb9nlq8mTEJ06HZUyO4U/CSBCRALxTnItIMTwtDp+ISEVgZrKicsBQPEuzjsWzil8i8ICqrk3l+JuBMXimVp+gqiP8iN1kYUcP72HI3PtYGfgXBLqoe6wYAzvPplIJewDPmIzkT8J4G5gHXCkiw4EuwHO+HqyqO4AwAG/i2ec933jgRVVdIiJtgZFA0+THevd/D8/yrtHAOhFZaA8OZn/jFrzE3H9msi/Ic8fTk1fewd0RPv+1M8akIX+mN58mIlFAc29RR1XdfonXbQ7sUtW9IqJAfm95AWB/KvvXBn5V1d0AIjID6Ig9RJhtfRf1EdM3TGJ10BEIEmodvY43er5NkYLXOB2aMTnWRROGiCxMWeT92VpEUNUOl3DdbsB07/tHgaUiMgrPdOupjV5eDfyRbDsaqHOeePsCfQFKlSp1CaEZJyUkuVmxaQ2Df3mTuCCheIKbJ6q9SvWKLSlSIJfT4RmTo/nSwqiH55f1dGAN/yWMS+IdKO8ADPEW3Q8MVNU5InIH8BHQIuVhqZxKUylDVccB4wDCw8NT3cdkPu6kRJaveZMF277h28B94BJuTexA35sjuKZkBafDM8bgW8IojmfsoDtwJ7AImK6qWy7xmm2A9ap6wLsdATzifT8LmJDKMdFA8r6IkqTedWWyqClfDuGNg19CIFSLDaD+lW3o3/FlAuxpbWMyjYsmDFVNAr4EvhSREDyJY7mIDFPVdy7hmt35rzsKPL/4m+C5W6oZsDOVY9YB5UWkLJ7B8m54kpfJ4rb/9i1Pf/0ku4PiCABudnfhse5PUKxAHqdDM8ak4Ov05iFAOzy/7MvguWNqrr8XE5HceFor/ZIV3weMEZFAIA7v+IOIlMBz+2xbVU0UkQeBpXhuq/34Mlo4JhNQVYZ/2IqZuf6CYKgUF0Dvyg9zc8N7nQ7NGHMeonrhbn4RmQxUAZYAM1R1c0YElhbCw8M1MjLS6TBMCrOWPsHyvatYEXICgDu0Hc9GvIpn2RVjjJNEJEpVw1P7zJcWxt14ZqetADyc7B/16dlq85/vQGOSO3wihg/mDGQ6qyEEro2Hid2+pVC+Yk6HZozxgS9jGK6MCMRkY6qs3TCR9yPfIyokniKJbh4sP5JODW/G5QpwOjpjjI/8edLbGL/FJSQxcea9vJ8UBSHQOqEsA28dz9VFr3Q6NGOMnyxhmHSzd+9PPL3kQTaFxnFNQhB3l7yPrq3vt4WNjMmiLGGYNJeYmMCoaT35POkXToUIzaUMz3SdRNH8RZ0OzRhzGSxhmDQ1a8VIhu/+hCSB606F0qHcE/Ru3c3psIwxacAShkkTsXGneH3WA8xyrwWBTpTjhX7zEJfdM2FMdmEJw1yWhPhYxn3RlwWHI/kzMJDKMYE82nQKdStVdTo0Y0was4RhLllCQiIDp7Xhe9chQlwuOgXVpWen17i2uC1sZEx2ZAnD+M3tTmLG98N557fPOBEgNDt+Bfc0eYHqVRs5HZoxJh1ZwjB+2b9/M/0WdWNPsFBElRZyLUP6zCZ3aJDToRlj0pklDOOTuNjDvPJZT1Ym7uJIkIu6h2rQp92L1KlY1unQjDEZxBKGuaglKybyyfYxbApJgsAA7gqpweBBU5wOyxiTwSxhmPPat2clM398n4kJmyEEah0vxlu9FlAwbz6nQzPGOMAShknVqo1fMyzqEf4MdOFS5YVrB9G6Tk9yB9tfGWNyKvvXb84SF3uYj5e+xAdHv4JAFw2PVaNX4wjqVG/ldGjGGIdlWMIQkYrAzGRF5YChQD2goresIHBEVcNSOX4g0AdQYBPQW1Xj0jHkHOenjbMYsOFF4l1CqNtN70IN6NdjLAEB9rS2MSYDE4aq7gDCAEQkAM/a3PNU9a3T+4jIG8DRlMeKyNXAw0AlVY0Vkc/wrOs9Kd0DzwFOJZyk3+Q2RAX9Cy6hyfFydGnyMk2r2tPaxpj/ONUl1RzYpap7TxeIZym/O4Bm5zkmEMglIglAbmB/ukeZA4xf+BJTD87k3yChdLxyW/E23BvxutNhGWMyIacSRjdgeoqyRsABVd2ZcmdV3Scio4DfgVhgmaouS+3EItIX6AtQqlSpNA06O/k2cgJvbHyX34OSIEC48chVjLhnIVfkC3U6NGNMJpXhndMiEgx0AGal+Kg75yaR08cUAjoCZYESQB4R6ZHavqo6TlXDVTW8WDFbKzo14+e9ynO/vMnvQUkUTHIzrtoI3n9giSULY8wFOdHCaAOsV9UDpwtEJBDoBNQ6zzEtgN9U9R/v/nOB+sDUdI4121C3m8lf9OeHv7fwU9AxCHDRIaE5L971IoG5CjgdnjEmC3AiYaTWkmgBbFfV6PMc8ztQV0Ry4+mSag5Epl+I2UvMqUQWLH+LNw6vhiCoGuuid9hzNKvdmQBbLtUY46MMTRjeX/gtgX4pPjpnTENESgATVLWtqq4RkdnAeiAR2ACMy4CQszR1u/lr/1qeXPQwG0NjKZjkpkehB7n91jspXMBaFcYY/4iqOh1DugkPD9fIyJzbEBn96Z1MTNgEQIPY/NxWrS+t60c4HJUxJjMTkShVDU/tM3vSOxv6ae17fPjLJ2wOOE5BVdoHt+ex+0YQaA/gGWMugyWMbCQxyc2oaQOYl7SCk0Eurj8VxKs3T+a6UtWdDs0Ykw1Ywsgmvl3zNpM2TWND0ElKJwhtSj7PA20643ke0hhjLp8ljCzu6Ml4Rs26l/lshCCod6oAYyKWkiskj9OhGWOyGUsYWdiO3SsY+tWjbA1NoGZMMLdVeoKOje9AXDZWYYxJe5YwsqCTp04x4rMefJ60jcBgpbMrjAd7fEjR/HmdDs0Yk41ZwshiJn/zIqOiZwNQMyaU1tc+xp03d3c4KmNMTmAJI4v4+/BfjJzXn6UBuwC4M6ACT/WfhctulTXGZBBLGJlcYkIsr83qxqK4Xzke4CLseCgDmk2lbqWKFz/YGGPSkCWMTOyPfw7y9ufd+DLgAAS46JO7IV1vHU3xArmcDs0YkwNZwsiE4uOOsvD70by+fzYnA1zUOVGMYR3ep8Q11zsdmjEmB7OEkcmcOP433WY2Y2+QUNQNPfI3JOL2UeTPbc9VGGOcZQkjs3An8fInt7IoaTcnglw0jqlOt4ZDaFStstORGWMMYAkjU1gZOZPXNg5nb5AS5BLaSSlGPGBrQxljMhdLGA6K3hfJW8ue5hvZT2KQUPl4IZ67bT6Vry7sdGjGGHMOSxgOmf7VB0ze+x77ggQQBuRvQZ8eb9gU5MaYTCvDEoaIVARmJisqBwwF6gGnHyooCBxR1bBUji8ITACqAArco6qr0y/i9LFj1zKWb13Ge4e+RIOEhsev57H2A7muTH2nQzPGmAvKsIShqjuAMAARCQD2AfNU9a3T+4jIG8DR85xiDPClqnYRkWAgd7oGnMZi4xOZs3ox7+8awvEAF3lUebrcABqH30vB3MFOh2eMMRflVJdUc2CXqu49XSCehRvuAJql3FlE8gONgV4AqhoPxGdIpGkg7uS/PDrzTn507YMAF21jGtMqrA3N67d3OjRjjPGZUwmjGzA9RVkj4ICq7kxl/3LAP8BEEakORAGPqGpMyh1FpC/QF6BUqVJpGrS/VJXPvv6Al/d/AC6oFCd0KtWerm1ecTQuY4y5FKKqGXtBT3fSfqCyqh5IVv4B8KuqvpHKMeHAT0ADVV0jImOAY6r63IWuFR4erpGRkWlbAR/9vHUej61+jgOBnhXv6p8ox+NdJlP+yoKOxGOMMb4QkShVDU/tMydaGG2A9SmSRSDQCah1nmOigWhVXePdng0MTtcoL5GqMnxKP75K+oF/A11UPCXcV+lhWjfs43RoxhhzWZxIGN05tzuqBbBdVaNTO0BV/xKRP0SkonfwvDmwNZ3j9NuMRQ+xdN+PRIbEQ4CLVrE3MqrfR7autjEmW8jQhCEiuYGWQL8UH50zpiEiJYAJqtrWW/QQMM3bpbUb6J3O4fosMcnNpM9HMebocgiBa08pH3f9isIFrnI6NGOMSTMZmjBU9SRQJJXyXqmU7QfaJtveCKTar+akbZs+5d2f3mFF8AlC3ErfooPo3ao7QSE2BbkxJnuxJ70vkaoybdFTvHZoCQRDw9gruL/FK1S7ro7ToRljTLqwhHEJdv1vGYOXP8NvQbEUdSudC99H37seJjjQpvUwxmRfljD8NHJSD6azkcQQoXZ8PgY0HknNio2cDssYY9KdJQwfLV/zHsO2fMg/AUqZ2CA6XzeUXi1uczosY4zJMJYwLuLfE7EM//QuloXshACoF5eX0T2XkTd3PqdDM8aYDGUJ4wI2bZzKS2tHsS0kibATuehWYzht6zZHXDZWYYzJeSxhpOJIzCk+nHU3n7IVgqGnVKNf74nkzx3idGjGGOMYSxgpHI6Jp/OMmvwT6KJKbChdrn2Uzi17OB2WMcY4zhJGCgVClGpSnFK5ruahOycQFGRrVRhjDFjCOIcrMIS37vnG6TCMMSbTsdFbY4wxPrGEYYwxxieWMIwxxvjEEoYxxhifWMIwxhjjE0sYxhhjfGIJwxhjjE8sYRhjjPGJqKrTMaQbEfkH2HuJhxcFDqZhOFmB1Tn7y2n1Bauzv0qrarHUPsjWCeNyiEikqma6NcTTk9U5+8tp9QWrc1qyLiljjDE+sYRhjDHGJ5Ywzm+c0wE4wOqc/eW0+oLVOc3YGIYxxhifWAvDGGOMTyxhGGOM8YkljBRE5GYR2SEiv4rIYKfjSSsico2IfCci20Rki4g84i0vLCJfichO789CyY4Z4v0edohIa+eiv3QiEiAiG0TkC+92tq4vgIgUFJHZIrLd++ddLzvXW0QGev9ObxaR6SISmh3rKyIfi8jfIrI5WZnf9RSRWiKyyfvZ2yIiPgehqvbyvoAAYBdQDggGfgYqOR1XGtXtKqCm930+4H9AJWAkMNhbPhh4zfu+krf+IUBZ7/cS4HQ9LqHeg4BPgS+829m6vt66TAb6eN8HAwWza72Bq4HfgFze7c+AXtmxvkBjoCawOVmZ3/UE1gL1AAGWAG18jcFaGGerDfyqqrtVNR6YAXR0OKY0oap/qup67/vjwDY8/9g64vkFg/fnrd73HYEZqnpKVX8DfsXz/WQZIlISaAdMSFacbesLICL58fxi+QhAVeNV9QjZu96BQC4RCQRyA/vJhvVV1RXAvymK/aqniFwF5FfV1erJHlOSHXNRljDOdjXwR7LtaG9ZtiIiZYAawBrgSlX9EzxJBbjCu1t2+C7eAp4E3MnKsnN9wdM6/geY6O2KmyAiecim9VbVfcAo4HfgT+Coqi4jm9Y3Ff7W82rv+5TlPrGEcbbU+vKy1X3HIpIXmAM8qqrHLrRrKmVZ5rsQkfbA36oa5eshqZRlmfomE4in2+IDVa0BxODpqjifLF1vb599RzzdLiWAPCLS40KHpFKWZerrh/PV87LqbwnjbNHANcm2S+Jp3mYLIhKEJ1lMU9W53uID3mYq3p9/e8uz+nfRAOggInvwdC02E5GpZN/6nhYNRKvqGu/2bDwJJLvWuwXwm6r+o6oJwFygPtm3vin5W89o7/uU5T6xhHG2dUB5ESkrIsFAN2ChwzGlCe+dEB8B21R1dLKPFgIR3vcRwIJk5d1EJEREygLl8QyWZQmqOkRVS6pqGTx/jt+qag+yaX1PU9W/gD9EpKK3qDmwlexb79+BuiKS2/t3vDme8bnsWt+U/Kqnt9vquIjU9X5fPZMdc3FOj/xnthfQFs8dRLuAZ5yOJw3r1RBP0/MXYKP31RYoAnwD7PT+LJzsmGe838MO/LiTIrO9gKb8d5dUTqhvGBDp/bOeDxTKzvUGXgS2A5uBT/DcGZTt6gtMxzNOk4CnpXDvpdQTCPd+V7uAd/HO+OHLy6YGMcYY4xPrkjLGGOMTSxjGGGN8YgnDGGOMTyxhGGOM8YklDGOMMT6xhGHMRYhIERHZ6H39JSL7vO9PiMj76XTNR0Wk50X2mSEi5dPj+sakxm6rNcYPIvICcEJVR6XjNQKB9XhmF068wH5NgB6qel96xWJMctbCMOYSiUjTZOtsvCAik0VkmYjsEZFOIjLSu+7Al95pWU6vRfC9iESJyNLT0zqk0AxYr6qJInKtiKxPds3yInJ6fqyVQAtvgjEm3VnCMCbtXItnOvWOwFTgO1WtCsQC7bxJ4x2gi6rWAj4GhqdyngZAFICq7gKOikiY97PewCTvZ24801ZXT6f6GHMW+5+JMWlniaomiMgmPItxfekt3wSUASoCVYCvvIucBeCZ6iGlq/DMh3TaBKC3iAwCunL2+g1/45ml1ddZeY25ZJYwjEk7p8DzP38RSdD/BgjdeP6tCbBFVetd5DyxQGiy7TnA88C3QJSqHkr2Wah3f2PSnXVJGZNxdgDFRKQeeKabF5HKqey3Dbju9IaqxgFLgQ+AiSn2rQBsSZ9wjTmbJQxjMoh6lv3tArwmIj/jmTG4fiq7LsGzzGpy0/DMNrzsdIGIXAnEqnfFNWPSm91Wa0wmJCLzgCdVdad3+3GggKo+l2yfgcAxVf3IoTBNDmNjGMZkToPxDH7v9CaPa/HcbpvcETzrPxiTIayFYYwxxic2hmGMMcYnljCMMcb4xBKGMcYYn1jCMMYY4xNLGMYYY3zyf01e17PuIGPBAAAAAElFTkSuQmCC\n",
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\n",
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 1008x720 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
    "source": [
-    "fig, ax = plt.subplots()\n",
-    "\n",
-    "ax.plot(t, varpi_obs, label=\"JPL Horizons\")\n",
-    "ax.plot(tsim, varpiswifter, label=\"Swifter GR\")\n",
-    "ax.plot(tsim, varpiswiftest, label=\"Swiftest GR\")\n",
-    "ax.set_xlabel('Time (y)')\n",
-    "ax.set_ylabel('Mercury $\\\\varpi$ (deg)')\n",
-    "ax.legend()\n",
+    "axes_fontsize = 32\n",
+    "legend_fontsize = 24\n",
+    "CB_color_cycle = ['#377eb8', '#ff7f00', '#4daf4a',\n",
+    "                  '#f781bf', '#a65628', '#984ea3',\n",
+    "                  '#999999', '#e41a1c', '#dede00']\n",
+    "fig = plt.figure(1, figsize=(14,10), facecolor=\"white\")\n",
+    "ax = fig.add_subplot(111)\n",
+    "plt.setp(ax.get_xticklabels(), fontsize=axes_fontsize)\n",
+    "plt.setp(ax.get_yticklabels(), fontsize=axes_fontsize)\n",
+    "ax.plot(t, varpi_obs, label=\"JPL Horizons\", linestyle='-',linewidth=6,c=CB_color_cycle[1])\n",
+    "ax.plot(tsim, varpinogr, label=\"Swiftest WHM No GR\", linestyle='--', linewidth=6, c=CB_color_cycle[0])\n",
+    "ax.plot(tsim, varpiswiftest, label=\"Swiftest WHM GR\", linestyle=':', linewidth=6,c=CB_color_cycle[2])\n",
+    "ax.set_xlabel(\"Time (y)\", fontsize=axes_fontsize)\n",
+    "ax.set_ylabel(\"Mercury $\\\\varpi$ (deg)\", fontsize=axes_fontsize)\n",
+    "ax.legend(loc=\"upper left\", fontsize=legend_fontsize, markerscale=1)\n",
     "print('Mean precession rate for Mercury long. peri. (arcsec/100 y)')\n",
-    "print(f'JPL Horizons      : {np.mean(dvarpi_obs)}')\n",
-    "print(f'Swifter GR        : {np.mean(dvarpi_swifter)}')\n",
-    "print(f'Swiftest GR       : {np.mean(dvarpi_swiftest)}')\n",
-    "print(f'Obs - Swifter     : {np.mean(dvarpi_obs - dvarpi_swifter)}')\n",
-    "print(f'Obs - Swiftest    : {np.mean(dvarpi_obs - dvarpi_swiftest)}')\n",
-    "print(f'Swiftest - Swifter: {np.mean(dvarpi_swiftest - dvarpi_swifter)}')"
+    "print(f'Swiftest WHM No GR   : {np.mean(dvarpi_nogr)}')\n",
+    "print(f'Swiftest WHM GR      : {np.mean(dvarpi_swiftest)}')\n",
+    "print(f'JPL Horizons         : {np.mean(dvarpi_obs)}')\n",
+    "print(f'Obs - Swiftest No GR : {np.mean(dvarpi_obs - dvarpi_nogr)}')\n",
+    "print(f'Obs - Swiftest GR    : {np.mean(dvarpi_obs - dvarpi_swiftest)}')\n"
    ]
   },
   {
@@ -160,6 +189,13 @@
    "outputs": [],
    "source": []
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": null,