BS
Brian K. Spears
cs.LGstat.MLphysics.comp-phphysics.plasm-phcs.CVcs.DCAlgorithmscs.AIcs.CLcs.HC
On Valency
published · living versionsW_qrshuaqb·v1 · currentpublished
Early science acceleration experiments with GPT-5
with Sébastien Bubeck, Christian Coester, Ronen Eldan, Timothy Gowers +9
1 version
Preprints & journals
43 papers in the corpus · 2005–2026Generalized graph foundation models as versatile data-driven digital twins for complex technological systems.42481540 · Pierce, Benjamin G, Aung, Hein Htet, Ciardi, Thomas G et al.2026 · 0 citationsScientific reports. 2026
Early science acceleration experiments with GPT-52511.16072v1 · S'ebastien Bubeck, Christian Coester, Ronen Eldan et al.2025 · 3 citationsarXivon Valency
Predicting fusion ignition at the National Ignition Facility with physics-informed deep learning.40811542 · Spears, Brian K, Brandon, Scott, Casey, Dan T et al.2025 · 22 citationsScience (New York, N.Y.). 2025;389(6761):727-731
The impact of low-mode symmetry on inertial fusion energy output in the burning plasma state.38582938 · Ralph, J E, Ross, J S, Zylstra, A B et al.2024 · 31 citationsNature communications. 2024;15(1):2975
Achievement of Target Gain Larger than Unity in an Inertial Fusion Experiment.38394591 · Abu-Shawareb, H, Acree, R, Adams, P et al.2024 · 439 citationsPhysical review letters. 2024;132(6):065102
A flexible proton beam imaging energy spectrometer (PROBIES) for high repetition rate or single-shot high energy density (HED) experiments (invited).36859040 · Mariscal, D A, Djordjević, B Z, Anirudh, R et al.2023 · 10 citationsThe Review of scientific instruments. 2023;94(2):023507
Alpha heating of indirect-drive layered implosions on the National Ignition Facility.36797905 · Baker, K L, MacLaren, S, Jones, O et al.2023 · 15 citationsPhysical review. E. 2023;107(1-2):015202
2022 Review of Data-Driven Plasma Science2205.15832v1 · Rushil Anirudh, Rick Archibald, M. Salman Asif et al.2022 · 88 citationsIEEE Transactions on Plasma Science 51, 1750 - 1838 (2023)
Publisher Correction: Burning plasma achieved in inertial fusion.35296865 · Zylstra, A B, Hurricane, O A, Callahan, D A et al.2022 · 4 citationsNature. 2022;603(7903):E34
Burning plasma achieved in inertial fusion.35082418 · Zylstra, A B, Hurricane, O A, Callahan, D A et al.2022 · 557 citationsNature. 2022;601(7894):542-548
Geometric Priors for Scientific Generative Models in Inertial Confinement Fusion2111.12798v1 · Ankita Shukla, Rushil Anirudh, Eugene Kur et al.2021 · 0 citationsarXiv
Observation of Hydrodynamic Flows in Imploding Fusion Plasmas on the National Ignition Facility.34597087 · Schlossberg, D J, Grim, G P, Casey, D T et al.2021 · 40 citationsPhysical review letters. 2021;127(12):125001
Suppressing simulation bias using multi-modal data2104.09684v2 · Bogdan Kustowski, Jim A. Gaffney, Brian K. Spears et al.2021 · 0 citationsarXiv
Meaningful uncertainties from deep neural network surrogates of large-scale numerical simulations2010.13749v1 · Gemma J. Anderson, Jim A. Gaffney, Brian K. Spears et al.2020 · 11 citationsarXiv
Hotspot parameter scaling with velocity and yield for high-adiabat layered implosions at the National Ignition Facility.32942378 · Baker, K L, Thomas, C A, Casey, D T et al.2020 · 33 citationsPhysical review. E. 2020;102(2-1):023210
Designing Accurate Emulators for Scientific Processes using Calibration-Driven Deep Models2005.02328v1 · Jayaraman J. Thiagarajan, Bindya Venkatesh, Rushil Anirudh et al.2020 · 30 citationsarXiv
Improved surrogates in inertial confinement fusion with manifold and cycle consistencies.32312816 · Anirudh, Rushil, Thiagarajan, Jayaraman J, Bremer, Peer-Timo et al.2020 · 43 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(18):9741-9746
Enabling Machine Learning-Ready HPC Ensembles with Merlin1912.02892v2 · J. Luc Peterson, Ben Bay, Joe Koning et al.2019 · 39 citationsarXiv
Parallelizing Training of Deep Generative Models on Massive Scientific Datasets1910.02270v1 · Sam Ade Jacobs, Brian Van Essen, David Hysom et al.2019 · 23 citationsarXiv
Exploring Generative Physics Models with Scientific Priors in Inertial Confinement Fusion1910.01666v1 · Rushil Anirudh, Jayaraman J. Thiagarajan, Shusen Liu et al.2019 · 1 citationarXiv
Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications.31484123 · Liu, Shusen, Wang, Di, Maljovec, Dan et al.2020 · 14 citationsIEEE transactions on visualization and computer graphics. 2020;26(1):291-300
Using multiple neutron time of flight detectors to determine the hot spot velocity.30399709 · Hatarik, R, Nora, R C, Spears, B K et al.2018 · 45 citationsThe Review of scientific instruments. 2018;89(10):10I138
High-Performance Indirect-Drive Cryogenic Implosions at High Adiabat on the National Ignition Facility.30312055 · Baker, K L, Thomas, C A, Casey, D T et al.2018 · 105 citationsPhysical review letters. 2018;121(13):135001
Development of a krypton-doped gas symmetry capsule platform for x-ray spectroscopy of implosion cores on the NIF.27910341 · Ma, T, Chen, H, Patel, P K et al.2018 · 15 citationsThe Review of scientific instruments. 2016;87(11):11E327
Fluence-compensated down-scattered neutron imaging using the neutron imaging system at the National Ignition Facility.27910388 · Casey, D T, Volegov, P L, Merrill, F E et al.2018 · 35 citationsThe Review of scientific instruments. 2016;87(11):11E715
Resolving hot spot microstructure using x-ray penumbral imaging (invited).27910489 · Bachmann, B, Hilsabeck, T, Field, J et al.2018 · 47 citationsThe Review of scientific instruments. 2016;87(11):11E201
Indications of flow near maximum compression in layered deuterium-tritium implosions at the National Ignition Facility.27627237 · Gatu Johnson, M, Knauer, J P, Cerjan, C J et al.2018 · 59 citationsPhysical review. E. 2016;94(2-1):021202
Improved Performance of High Areal Density Indirect Drive Implosions at the National Ignition Facility using a Four-Shock Adiabat Shaped Drive.26382681 · Casey, D T, Milovich, J L, Smalyuk, V A et al.2015 · 66 citationsPhysical review letters. 2015;115(10):105001
Alpha Heating and Burning Plasmas in Inertial Confinement Fusion.26197131 · Betti, R, Christopherson, A R, Spears, B K et al.2015 · 118 citationsPhysical review letters. 2015;114(25):255003
Thin shell, high velocity inertial confinement fusion implosions on the national ignition facility.25910132 · Ma, T, Hurricane, O A, Callahan, D A et al.2015 · 61 citationsPhysical review letters. 2015;114(14):145004
Diagnosing residual motion via the x-ray self emission from indirectly driven inertial confinement implosions.25430351 · Pak, A, Field, J E, Benedetti, L R et al.2015 · 4 citationsThe Review of scientific instruments. 2014;85(11):11E605
Performance of high-convergence, layered DT implosions with extended-duration pulses at the National Ignition Facility.24313493 · Smalyuk, V A, Atherton, L J, Benedetti, L R et al.2014 · 52 citationsPhysical review letters. 2013;111(21):215001
Onset of hydrodynamic mix in high-velocity, highly compressed inertial confinement fusion implosions.24010449 · Ma, T, Patel, P K, Izumi, N et al.2013 · 242 citationsPhysical review letters. 2013;111(8):085004
Numerical modeling of the sensitivity of x-ray driven implosions to low-mode flux asymmetries.25166377 · Scott, R H H, Clark, D S, Bradley, D K et al.2014 · 77 citationsPhysical review letters. 2013;110(7):075001
Neutron spectrometry--an essential tool for diagnosing implosions at the National Ignition Facility (invited).23126835 · Gatu Johnson, M, Frenje, J A, Casey, D T et al.2013 · 141 citationsThe Review of scientific instruments. 2012;83(10):10D308
Precision shock tuning on the national ignition facility.23003273 · Robey, H F, Celliers, P M, Kline, J L et al.2012 · 100 citationsPhysical review letters. 2012;108(21):215004
Assembly of high-areal-density deuterium-tritium fuel from indirectly driven cryogenic implosions.23003274 · Mackinnon, A J, Kline, J L, Dixit, S N et al.2012 · 63 citationsPhysical review letters. 2012;108(21):215005
Collection of solid and gaseous samples to diagnose inertial confinement fusion implosions.22380089 · Stoyer, M A, Velsko, C A, Spears, B K et al.2012 · 7 citationsThe Review of scientific instruments. 2012;83(2):023505
Streaked radiography measurements of convergent ablator performance (invited).21034003 · Hicks, D G, Spears, B K, Braun, D G et al.2011 · 34 citationsThe Review of scientific instruments. 2010;81(10):10E304
Diagnosing ignition with DT reaction history.19044506 · Wilson, D C, Bradley, P A, Cerjan, C J et al.2009 · 17 citationsThe Review of scientific instruments. 2008;79(10):10E525
Design of a streaked radiography instrument for ICF ablator tuning measurements.19044568 · Olson, R E, Hicks, D G, Spears, B K et al.2009 · 5 citationsThe Review of scientific instruments. 2008;79(10):10E913
Fill-tube-induced mass perturbations on x-ray-driven, ignition-scale, inertial-confinement-fusion capsule shells and the implications for ignition experiments.18233149 · Bennett, G R, Herrmann, M C, Edwards, M J et al.2008 · 26 citationsPhysical review letters. 2007;99(20):205003
A new route to chaos: sequences of topological torus bifurcations.16252982 · Spears, Brian K, Szeri, Andrew J2006 · 1 citationChaos (Woodbury, N.Y.). 2005;15(3):33108
Career total: 288 works. 43 are in this corpus.
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