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stephen-newberry
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transmission-line-microstrip-rlgc

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train · 500k rows

trace_width float64 0.1 500	trace_thickness float64 0.1 5	diel_height float64 0.1 125	dk float64 1 20	df float64 0 0.1	r float64 0.63 2.83k	l float64 0 0	g float64 0 300
185.329908	3.450576	74.89371	15.91965	0.059484	2.552039	0	0.171601
272.169747	1.891722	61.923166	9.221976	0.069248	1.790909	0	0.183005
200.347701	2.308693	25.630221	13.616911	0.048666	2.588226	0	0.314423
488.082119	2.69499	101.799306	12.533896	0.016196	1.021217	0	0.062566
498.903392	4.123906	22.016529	2.386422	0.089575	1.058114	0	0.27856
251.838234	2.278162	60.796175	1.378025	0.067378	1.818123	0	0.026217
137.234581	3.506657	91.034204	18.756203	0.057911	3.383097	0	0.139643
304.103952	3.471681	32.749101	14.182458	0.061734	1.73353	0	0.486223
92.233361	2.980967	119.792847	17.498615	0.018951	4.802928	0	0.029189
320.752969	1.542847	1.531552	17.887522	0.048624	1.152453	0	10.140959
203.28763	3.875607	97.425556	19.893951	0.096679	2.338707	0	0.30772
103.667058	3.720942	95.955279	8.986601	0.051936	3.997328	0	0.049289
120.878346	4.637624	88.324104	9.994686	0.078651	3.542303	0	0.095416
290.102595	3.059072	87.674398	5.754635	0.061506	1.579394	0	0.080609
353.936334	3.550094	19.50435	14.390959	0.087491	1.537278	0	1.314711
300.045643	1.817592	78.352415	8.234353	0.071621	1.601939	0	0.150759
436.584287	1.604538	90.598894	8.362585	0.010451	1.137209	0	0.027088
398.375845	4.417288	92.509827	18.092365	0.076749	1.246972	0	0.390624
151.428791	0.424091	61.394121	4.005819	0.090578	3.152482	0	0.066105
82.398181	0.477076	119.920489	10.250907	0.029381	5.250308	0	0.025072
99.303538	0.777292	78.582944	18.391695	0.032618	4.693614	0	0.069042
106.514859	2.912264	103.889256	16.523157	0.049485	4.212085	0	0.083594
135.490307	2.763801	80.483475	1.533939	0.037221	2.761482	0	0.008239
307.95506	2.047326	45.286549	19.499817	0.098467	1.685824	0	0.802997
338.587153	0.670647	52.566361	8.902621	0.081456	1.526291	0	0.289463
51.87348	2.515724	105.173678	12.907705	0.0474	7.94438	0.000001	0.044079
243.11003	1.944638	54.649793	11.094532	0.06409	2.017308	0	0.205731
249.883253	3.413038	93.415924	1.823724	0.095069	1.668462	0	0.034335
399.264798	3.767261	47.106683	11.436688	0.085142	1.305078	0	0.497444
342.311406	2.017887	2.290249	19.005297	0.015011	1.164695	0	2.375548
143.80923	0.733584	96.106265	2.141023	0.078647	3.080043	0	0.022071
205.669718	3.022272	59.764474	8.529944	0.094184	2.271241	0	0.188381
192.810575	4.071836	86.050001	2.158759	0.074128	2.033658	0	0.027692
347.718597	2.26929	104.865852	5.81484	0.016	1.341999	0	0.021213
273.83674	3.1508	108.953332	11.787076	0.083406	1.707646	0	0.180261
299.429063	2.148597	117.53897	8.321879	0.082083	1.54643	0	0.126658
281.33788	2.626639	9.603426	1.960311	0.042633	1.858043	0	0.139943
22.229517	0.578169	118.301722	6.464512	0.025369	16.057635	0.000001	0.008407
443.423037	4.234084	81.982198	3.884518	0.0199	1.077075	0	0.026631
334.086057	0.946763	45.195635	1.448634	0.034064	1.610747	0	0.022784
22.819089	0.448892	100.217515	19.582831	0.053828	18.790081	0.000001	0.057075
473.124278	4.483223	76.776241	8.798502	0.088143	1.057828	0	0.297667
165.071976	1.602803	0.32285	15.812651	0.09364	2.035657	0	42.122513
242.731984	3.911986	53.703301	10.76379	0.015855	1.99812	0	0.050083
89.952941	3.189588	33.656225	8.08116	0.088617	4.930389	0	0.138089
74.398887	1.279384	97.742824	4.468054	0.038402	5.058914	0	0.015139
443.136176	2.294767	118.026014	7.576171	0.004332	1.083611	0	0.008258
320.959465	2.669365	67.168267	10.315325	0.063134	1.532571	0	0.200277
128.49785	2.028278	106.965277	18.863856	0.008803	3.591081	0	0.018558
448.233041	2.424989	90.580758	10.570843	0.060621	1.109445	0	0.203002
327.978641	3.754849	34.99254	7.500381	0.029324	1.5804	0	0.123394
252.155374	0.739768	114.814484	16.837819	0.025092	1.917679	0	0.070083
275.201465	2.875919	64.921402	13.201551	0.082162	1.781072	0	0.301277
165.173184	1.649907	82.275373	16.263491	0.071039	2.857832	0	0.179794
140.592875	3.673399	53.622043	3.377608	0.038112	2.905285	0	0.024716
435.076557	0.255045	72.136698	1.92752	0.00288	1.505126	0	0.002125
374.615097	2.262222	29.247391	12.536414	0.027469	1.441855	0	0.25811
293.620285	0.434702	0.440317	9.729609	0.091968	1.133583	0	33.199498
36.599664	4.133012	44.052235	15.010977	0.068609	11.744925	0	0.094864
187.281043	3.076993	29.00966	5.491837	0.060284	2.60277	0	0.132837
271.556172	2.89892	22.101583	11.205875	0.076566	1.971502	0	0.618622
342.535342	1.401046	52.695654	14.350008	0.071513	1.505312	0	0.412383
224.715446	3.571439	2.31089	17.269384	0.059336	1.993419	0	5.56176
232.530195	2.93439	26.298055	7.68506	0.063571	2.214902	0	0.259793
4.181131	4.546621	94.938917	11.918705	0.084399	78.404218	0.000001	0.036222
264.104993	1.006052	15.796838	4.374344	0.060105	2.043201	0	0.254574
74.227689	4.349799	53.214232	11.204854	0.097634	5.808127	0	0.134535
440.828187	0.159577	114.283042	6.247141	0.02622	1.27103	0	0.04231
294.637223	1.466327	95.526856	3.877915	0.058223	1.578148	0	0.048826
317.827339	3.844319	52.522187	2.21264	0.039357	1.479615	0	0.033425
463.378983	1.845838	101.853611	13.487437	0.006498	1.077996	0	0.025828
321.79573	2.360123	71.541884	1.222632	0.025015	1.472714	0	0.009286
136.479475	4.192228	76.69425	5.373717	0.047783	2.979139	0	0.037096
280.68628	4.815524	85.367366	1.638227	0.06459	1.487223	0	0.0247
58.814457	4.479479	61.703447	18.037864	0.015405	7.584556	0	0.027413
45.995889	0.809825	20.281609	18.901588	0.080968	10.354093	0	0.259965
164.445416	2.999826	98.609459	18.689647	0.032762	2.84772	0	0.084004
351.770432	1.078894	62.461799	5.197808	0.0401	1.431016	0	0.074106
135.801599	2.693298	93.721949	3.290734	0.054122	2.835297	0	0.022669
190.582865	2.196698	24.037035	6.765949	0.061466	2.663955	0	0.200313
107.315542	1.9203	2.98826	4.375822	0.081038	4.878193	0	0.720557
239.538302	2.114482	108.145299	17.712603	0.006381	1.993603	0	0.018862
81.445327	4.589487	71.987837	13.404305	0.092881	5.34888	0	0.134983
153.16475	4.823533	99.637869	14.482259	0.029088	2.955507	0	0.054902
108.939457	0.730579	44.24934	2.511422	0.083947	4.080161	0	0.038748
40.539867	4.671755	18.116331	4.92047	0.050097	9.477132	0	0.042189
285.572907	3.655069	90.642949	5.839014	0.060419	1.586556	0	0.07729
304.586396	2.020068	57.471123	11.434757	0.094864	1.642424	0	0.364518
351.760989	2.077487	35.517222	4.943656	0.091317	1.482655	0	0.26695
21.546621	3.559284	109.586348	17.533169	0.075826	19.181379	0.000001	0.069475
348.828593	3.306842	93.182102	3.099645	0.095846	1.300365	0	0.075354
288.086672	2.443536	27.810542	11.854377	0.058679	1.843323	0	0.427496
272.128832	1.224911	111.239021	2.888176	0.001884	1.692847	0	0.000991
140.017477	2.055137	28.302713	9.828921	0.047198	3.484466	0	0.147055
396.132445	0.619918	44.329941	8.942635	0.081038	1.346353	0	0.388902
373.755263	3.980439	101.661858	14.623809	0.091729	1.302468	0	0.331145
50.263141	4.547196	47.569705	8.30556	0.005851	7.85538	0	0.005097
42.582583	4.677673	10.05061	3.760104	0.087458	9.627171	0	0.092977
118.25131	3.366939	124.793552	15.626849	0.012489	3.751206	0	0.019118
469.929051	1.609471	103.901021	4.089703	0.011943	1.045789	0	0.014419

End of preview. Expand in Dataset Viewer.

This dataset includes nearly 500k instances of a basic microstrip transmission line. The inputs are:

Trace width (mils)
Trace thickness (mils)
Dielectric height (mils)
Dielectric Dk (no units)
Dielectric Df (no units)

The outputs are RLGC paramaters, which can then be used to calculate any of the transmission line characteristics based on the propagation constant. RLGC parameters are in Ohms, Henrys, Siemens and Farads (thus L/C appear as 0 in the dataset viewer here because they are very small).
See more details at:

https://www.techrxiv.org/doi/full/10.36227/techrxiv.20022959.v2

https://shielddigitaldesign.com/posts/2022/ml-replace-field-solver/

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Size of downloaded dataset files:

51.1 MB

Size of the auto-converted Parquet files:

39.8 MB

Number of rows:

499,908