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Bobby G. Sumpter

Identifiers

  • name variant Bobby G. Sumpter 0.60 · backfill

Papers (42)

  1. Predicting Physical and Physical-Chemical Properties of Molecular-Based Materials Using Computational Neural Networks cond-mat.mtrl-sci · 2026 · author #2
  2. Off-Lattice Markov Chain Monte Carlo Simulations of Mechanically Driven Polymers cond-mat.soft · 2024 · author #3
  3. AI for Manufacturing and Healthcare: a chemistry and engineering perspective cond-mat.mtrl-sci · 2024 · author #14
  4. Accelerated Design of Block Copolymers: An Unbiased Exploration Strategy via Fusion of Molecular Dynamics Simulations and Machine Learning cond-mat.soft · 2023 · author #7
  5. Nanoscale imaging of He-ion irradiation effects on amorphous TaO$_x$ toward electroforming-free neuromorphic functions cond-mat.mtrl-sci · 2023 · author #9
  6. Scale-free switching of polarization in the layered ferroelectric material CuInP$_2$S$_6$ cond-mat.mtrl-sci · 2023 · author #2
  7. Bridging Theory with Experiment: Digital Twins and Deep Learning Segmentation of Defects in Monolayer MX2 Phases cond-mat.mtrl-sci · 2023 · author #4
  8. A Deep-learning Model for Fast Prediction of Vacancy Formation in Diverse Materials cond-mat.mtrl-sci · 2022 · author #2
  9. Physics is the New Data physics.data-an · 2022 · author #3
  10. Spatial correlations of entangled polymer dynamics cond-mat.soft · 2021 · author #8
  11. Inverse design of two-dimensional materials with invertible neural networks cond-mat.mtrl-sci · 2021 · author #5
  12. A Machine Learning Inversion Scheme for Determining Interaction from Scattering cond-mat.soft · 2021 · author #4
  13. Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy cs.LG · 2021 · author #8
  14. Ensemble learning and iterative training (ELIT) machine learning: applications towards uncertainty quantification and automated experiment in atom-resolved microscopy physics.data-an · 2021 · author #2
  15. Unsupervised Machine Learning Discovery of Chemical and Physical Transformation Pathways from Imaging Data cond-mat.mtrl-sci · 2020 · author #6
  16. The Joint Automated Repository for Various Integrated Simulations (JARVIS) for data-driven materials design cond-mat.mtrl-sci · 2020 · author #21
  17. Reconstruction of effective potential from statistical analysis of dynamic trajectories cond-mat.mes-hall · 2020 · author #7
  18. Rethinking the Transient Network Concept in Entangled Polymer Rheology cond-mat.soft · 2018 · author #4
  19. Direct writing of heterostructures in single atomically precise graphene nanoribbons cond-mat.mes-hall · 2018 · author #7
  20. Design of Atomically Precise Nanoscale Negative Differential Resistance Devices cond-mat.mes-hall · 2018 · author #7
  21. Enhanced scattering induced by electrostatic correlations in concentrated solutions of salt-free dipolar and ionic polymers cond-mat.soft · 2018 · author #4
  22. Tracking atomic structure evolution during directed electron beam induced Si-atom motion in graphene via deep machine learning cond-mat.mtrl-sci · 2018 · author #3
  23. Building and exploring libraries of atomic defects in graphene: scanning transmission electron and scanning tunneling microscopy study cond-mat.mtrl-sci · 2018 · author #3
  24. Comment on: "Relating Chain Conformations to Extensional Stress in Entangled Polymer Melts" cond-mat.soft · 2018 · author #4
  25. Probing static discharge of polymer surfaces with nanoscale resolution physics.app-ph · 2018 · author #7
  26. Single atom force measurements: mapping potential energy landscapes via electron beam induced single atom dynamics cond-mat.mtrl-sci · 2018 · author #8
  27. Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2 cond-mat.mtrl-sci · 2018 · author #6
  28. Scaling Behavior of Anisotropy Relaxation in Deformed Polymers cond-mat.soft · 2018 · author #14
  29. Interlayer bond polarizability model for stacking-dependent low-frequency Raman scattering in layered materials cond-mat.mes-hall · 2017 · author #3
  30. High conduction hopping behavior induced in transition metal dichalcogenides by percolating defect networks: toward atomically thin circuits cond-mat.mtrl-sci · 2017 · author #13
  31. A Computational Workflow for Designing Silicon Donor Qubits quant-ph · 2016 · author #9
  32. Revealing spatially heterogeneous relaxation in a model nanocomposite cond-mat.mtrl-sci · 2015 · author #5
  33. Microscopic theory for electrocaloric effects in planar double layer systems cond-mat.soft · 2015 · author #7
  34. Observation of Low-frequency Interlayer Breathing Modes in Few-layer Black Phosphorus cond-mat.mtrl-sci · 2015 · author #6
  35. Enhanced phase segregation induced by dipolar interactions in polymer blends cond-mat.soft · 2014 · author #2
  36. Spin-Resolved Self-Doping Tunes the Intrinsic Half-Metallicity of AlN Nanoribbons cond-mat.mtrl-sci · 2013 · author #4
  37. Charge regulation and local dielectric function in planar polyelectrolyte brushes cond-mat.soft · 2012 · author #2
  38. Breakdown of inverse morphologies in charged diblock copolymers cond-mat.soft · 2011 · author #3
  39. Quantitative analysis of chain packing in polymer melts using large scale molecular dynamics simulations cond-mat.soft · 2011 · author #2
  40. A new class of organic molecular magnets cond-mat.mtrl-sci · 2008 · author #3
  41. First principles study of magnetism in nanographenes physics.chem-ph · 2007 · author #2
  42. The unique chemical reactivity of a graphene nanoribbon's zigzag edge physics.chem-ph · 2007 · author #2

Mentions

  • 2409.15223 #3 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2405.01520 #14 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2205.08366 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2308.08226 #7 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2307.11189 #9 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2306.08714 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2305.02917 #4 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2204.05095 #3 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2108.00964 #8 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2007.01831 #21 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2106.03013 #5 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2010.09196 #6 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2103.14883 #4 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2103.12165 #8 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2101.08449 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1809.04785 #3 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2002.12193 #7 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1811.11284 #4 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1808.05390 #4 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1809.04256 #3 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1803.05381 #6 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1810.09504 #7 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1810.08354 #7 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1810.06956 #4 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1802.09002 #14 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1806.05169 #7 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1804.03729 #8 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1708.02614 #3 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1705.05503 #13 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1608.01416 #9 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1509.00688 #5 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1502.07804 #6 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1503.09141 #7 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1411.0514 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1311.0895 #4 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1206.4538 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1107.3615 #3 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1107.3335 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 0812.0798 #3 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 0706.0863 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • physics/0702209 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 2606.09560 #2 · arxiv_oai · confidence 0.70 Bobby G. Sumpter
  • 1509.00688 #5 · backfill · confidence 0.70 Bobby G. Sumpter
  • 1503.09141 #7 · backfill · confidence 0.70 Bobby G. Sumpter
  • 1502.07804 #6 · backfill · confidence 0.70 Bobby G. Sumpter
  • 1411.0514 #2 · backfill · confidence 0.70 Bobby G. Sumpter
  • 1311.0895 #4 · backfill · confidence 0.70 Bobby G. Sumpter
  • 1206.4538 #2 · backfill · confidence 0.70 Bobby G. Sumpter
  • 1107.3615 #3 · backfill · confidence 0.70 Bobby G. Sumpter
  • 1107.3335 #2 · backfill · confidence 0.70 Bobby G. Sumpter
  • 0812.0798 #3 · backfill · confidence 0.70 Bobby G. Sumpter
  • 0706.0863 #2 · backfill · confidence 0.70 Bobby G. Sumpter

Frequent Coauthors