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B. Sumpter · SciRah

Researcher profile · Semantic Scholar

B. Sumpter

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B. Sumpter — researcher profile on SciRah

h-index: 83
Works: 812
Citations: 31K

Most-cited papers

Chemical upcycling of polyethylene, polypropylene, and mixtures to high-value surfactants
Zhen Xu, N. E. Munyaneza, Qi-Kun Zhang, Meng-Qi Sun +6 more
2023Science261 citations
Semantic Scholar
Oxidative Dehydrogenation of Propane to Propylene with Soft Oxidants via Heterogeneous Catalysis
Xiao Jiang, Lohit Sharma, Victor Fung, Sang Jae Park +4 more
2021ACS Catalysis192 citations Open access
Semantic Scholar
Deep Generative Models for Materials Discovery and Machine Learning-Accelerated Innovation
Addis S. Fuhr, B. Sumpter
2022Frontiers in Materials113 citations Open access
Semantic Scholar
Double-Atom Catalysts Featuring Inverse Sandwich Structure for CO2 Reduction Reaction: A Synergetic First-Principles and Machine Learning Investigation
Lin-Ke Yu, Feng-Yu Li, Jingsong Huang, B. Sumpter +2 more
2023ACS Catalysis99 citations Open access
Semantic Scholar
Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy
Ayana Ghosh, B. Sumpter, O. Dyck, Sergei V. Kalinin +1 more
2021npj Computational Materials75 citations Open access
Semantic Scholar
Learning in continuous action space for developing high dimensional potential energy models
Sukriti Manna, T. Loeffler, Rohit Batra, Suvo Banik +9 more
2022Nature Communications59 citations Open access
Semantic Scholar
Understanding the Impacts of Support-Polymer Interactions on the Dynamics of Poly(ethyleneimine) Confined in Mesoporous SBA-15.
H. Moon, J. Carrillo, J. Leisen, B. Sumpter +3 more
2022Journal of the American Chemical Society52 citations Open access
Semantic Scholar
Mechanisms Controlling the Energy Barrier for Ion Hopping in Polymer Electrolytes
C. Gainaru, Rajeev Kumar, I. Popov, M. A. Rahman +7 more
2023Macromolecules51 citations
Semantic Scholar
CO2-Assisted Oxidative Dehydrogenation of Propane over VOx/In2O3 Catalysts: Interplay between Redox Property and Acid–Base Interactions
Xiao Jiang, B. Lis, S. Purdy, Sreya Paladugu +9 more
2022ACS Catalysis51 citations Open access
Semantic Scholar
Structural and Dynamical Roles of Bound Polymer Chains in Rubber Reinforcement
Daniel Salatto, J. Carrillo, Maya K. Endoh, Takashi Taniguchi +12 more
2021Macromolecules45 citations Open access
Semantic Scholar
Room-temperature high-purity single-photon emission from carbon-doped boron nitride thin films
Arka Chatterjee, Abhijit Biswas, Addis S. Fuhr, Tanguy Terlier +4 more
2025Science Advances36 citations Open access
Semantic Scholar
Selective deconstruction of mixed plastics by a tailored organocatalyst.
Md Arifuzzaman, B. Sumpter, Z. Demchuk, Changwoo Do +7 more
2023Materials Horizons36 citations Open access
Semantic Scholar
New Insights into the Bulk and Surface Defect Structures of Ceria Nanocrystals from Neutron Scattering Study
Si Luo, Meijun Li, Victor Fung, B. Sumpter +3 more
2021Chemistry of Materials35 citations
Semantic Scholar
Can a deep-learning model make fast predictions of vacancy formation in diverse materials?
Kamal Choudhary, B. Sumpter
2022AIP Advances34 citations Open access
Semantic Scholar
A machine learning inversion scheme for determining interaction from scattering
Ming-Ching Chang, Chi-Huan Tung, Shou-Yi Chang, J. Carrillo +5 more
2021Communications Physics30 citations Open access
Semantic Scholar
Autonomous Continuous Flow Reactor Synthesis for Scalable Atom-Precision
B. Sumpter, K. Hong, R. Vasudevan, I. Ivanov +1 more
2022Carbon Trends24 citations Open access
Semantic Scholar
High-performance reversible adhesive from PET waste for underwater, structural, and pressure-sensitive applications
Mary K. Danielson, B. Sumpter, Z. Demchuk, C. Gainaru +3 more
2025Science Advances23 citations Open access
Semantic Scholar
Underlying Roles of Polyol Additives in Promoting CO2 Capture in PEI/Silica Adsorbents
H. Moon, Jan-Michael Y. Carrillo, Mingyu Song, G. Rim +7 more
2024ChemSusChem22 citations Open access
Semantic Scholar
Revealing the Chemical Bonding in Adatom Arrays via Machine Learning of Hyperspectral Scanning Tunneling Spectroscopy Data.
Kevin M. Roccapriore, Q. Zou, Li-Zhi Zhang, Rui Xue +8 more
2021ACS Nano21 citations Open access
Semantic Scholar
Structure-Based Design of Dual Bactericidal and Bacteria-Releasing Nanosurfaces.
Daniel Salatto, Zhixing Huang, P. T. Benziger, J. Carrillo +10 more
2023ACS Applied Materials and Interfaces19 citations
Semantic Scholar
Anti-polyelectrolyte and polyelectrolyte effects on conformations of polyzwitterionic chains in dilute aqueous solutions
Ze-Ning Liu, Jong K. Keum, Tianyu Li, Jihua Chen +5 more
2023PNAS Nexus17 citations Open access
Semantic Scholar
Understanding Interfacial Block Copolymer Structure and Dynamics
Monojoy Goswami, O. Iyiola, Wei Lu, K. Hong +6 more
2023Macromolecules16 citations
Semantic Scholar
Polyethylene Upcycling to Liquid Alkanes in Molten Salts under Neat and External Hydrogen Source-Free Conditions.
Li-Qi Qiu, F. Polo-Garzon, L. Daemen, Min-Jae Kim +9 more
2025Journal of the American Chemical Society14 citations Open access
Semantic Scholar
Machine Intelligence-Centered System for Automated Characterization of Functional Materials and Interfaces.
Eric S. Muckley, R. Vasudevan, B. Sumpter, R. Advincula +1 more
2022ACS Applied Materials and Interfaces14 citations Open access
Semantic Scholar
Amplifying Nanoparticle Reinforcement through Low Volume Topologically Controlled Chemical Coupling.
Nihal Kanbargi, J. Damron, Ya-Wei Gao, Logan T. Kearney +4 more
2024ACS Macro Letters12 citations
Semantic Scholar
A Graph Dynamical Neural Network Approach for Decoding Dynamical States in Ferroelectrics.
Abhijeet Dhakane, T. Xie, D. Yilmaz, Adri C. T. van Duin +2 more
2023Carbon Trends12 citations Open access
Semantic Scholar
Coarse-grained explicit-solvent molecular dynamics simulations of semidilute unentangled polyelectrolyte solutions
Jan-Michael Y. Carrillo, Yangyang Wang, Rajeev Kumar, B. Sumpter
2023The European Physical Journal E : Soft matter12 citations Open access
Semantic Scholar
Quantum theory of electronic excitation and sputtering by transmission electron microscopy.
Anthony Yoshimura, M. Lamparski, J. Giedt, D. Lingerfelt +5 more
2022Nanoscale12 citations Open access
Semantic Scholar
Small angle scattering of diblock copolymers profiled by machine learning.
Chi-Huan Tung, Shou-Yi Chang, Hsin-Lung Chen, Yangyang Wang +6 more
2022Journal of Chemical Physics12 citations Open access
Semantic Scholar
Unlocking hidden information in sparse small-angle neutron scattering measurements.
Chi-Huan Tung, Sidney Yip, Guan-Rong Huang, L. Porcar +5 more
2025Journal of Colloid and Interface Science11 citations
Semantic Scholar
Ligand-induced self-assembly of twisted two-dimensional halide perovskites
Jonghee Yang, Addis S. Fuhr, Subeom Shin, Kevin M. Roccapriore +8 more
2025Nature Synthesis11 citations Open access
Semantic Scholar
Simulation of 24,000 Electron Dynamics: Real-Time Time-Dependent Density Functional Theory (TDDFT) with the Real-Space Multigrids (RMG).
J. Jakowski, Wenchang Lu, E. Briggs, D. Lingerfelt +3 more
2024Journal of Chemical Theory and Computation11 citations Open access
Semantic Scholar
Inferring Colloidal Interaction from Scattering by Machine Learning
Chi-Huan Tung, Shou-Yi Chang, Ming-Ching Chang, J. Carrillo +3 more
2023Carbon Trends11 citations Open access
Semantic Scholar
Understanding and Tuning the Electronic Properties of Prussian Blue Analogues
L. Liang, D. Robinson, N. Wu, M. Foster +3 more
2025Chemistry of Materials10 citations
Semantic Scholar
Scattering-based structural inversion of soft materials via Kolmogorov-Arnold networks.
Chi-Huan Tung, Li-Jie Ding, Ming-Ching Chang, Guan-Rong Huang +7 more
2024Journal of Chemical Physics10 citations Open access
Semantic Scholar
Unveiling mesoscopic structures in distorted lamellar phases through deep learning-based small angle neutron scattering analysis.
Chi-Huan Tung, Yu-Jung Hsiao, Hsin-Lung Chen, Guan-Rong Huang +9 more
2024Journal of Colloid and Interface Science9 citations Open access
Semantic Scholar
Interactions of an Imine Polymer with Nanoporous Silica and Carbon in Hybrid Adsorbents for Carbon Capture.
G. Rother, U. Tumuluri, Kuan Huang, W. Heller +3 more
2021Langmuir9 citations Open access
Semantic Scholar
Artificial intelligence/machine learning of polymer materials and discovery chemistry
Ji-Hua Chen, Panagiotis Christakopoulos, I. Ivanov, Rama Vasudevan +3 more
2025MRS bulletin8 citations Open access
Semantic Scholar
Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials
J. Vetter, Prasanna Date, Farah Fahim, Shruti R. Kulkarni +13 more
2023The international journal of high performance computing applications8 citations Open access
Semantic Scholar
Unsupervised machine learning discovery of structural units and transformation pathways from imaging data
Sergei V. Kalinin, Ondrej Dyck, Ayana Ghosh, Yong-Tao Liu +2 more
2023APL Machine Learning8 citations Open access
Semantic Scholar
Defects go green: using defects in nanomaterials for renewable energy and environmental sustainability
Addis S. Fuhr, B. Sumpter, P. Ganesh
2023Frontiers in Nanotechnology8 citations Open access
Semantic Scholar
The Local Topological Free Energy of the SARS-CoV-2 Spike Protein
Quenisha Baldwin, B. Sumpter, Eleni Panagiotou
2021bioRxiv8 citations Open access
Semantic Scholar
Upcycling of polyethylene terephthalate to high-value chemicals by carbonate-interchange deconstruction
N. Galan, Isaiah T. Dishner, B. Sumpter, V. Kertész +5 more
2025Green Chemistry7 citations Open access
Semantic Scholar
Harnessing data and control with AI/ML-driven polymerization and copolymerization.
R. Advincula, Ilia N. Ivanov, Rama K. Vasudevan, Rajeev Kumar +6 more
2025Faraday discussions7 citations Open access
Semantic Scholar
How Topological Polymer Loops on the Nanoparticle Surface Control the Mechanical Properties of Nanocomposites
Tadanori Koga, Xiao-Ran Wang, Zhixing Huang, Yashasvi Bajaj +20 more
2025Macromolecules7 citations
Semantic Scholar
Machine learning inversion from scattering for mechanically driven polymers
Li-Jie Ding, Chi-Huan Tung, B. Sumpter, Wei-Ren Chen +1 more
2024Journal of Applied Crystallography7 citations Open access
Semantic Scholar
Accelerated Sequence Design of Star Block Copolymers: An Unbiased Exploration Strategy via Fusion of Molecular Dynamics Simulations and Machine Learning.
Jan-Michael Y. Carrillo, Vijith Parambil, T. Patra, Zhangqing Chen +4 more
2024Journal of Physical Chemistry B7 citations Open access
Semantic Scholar
AI for Manufacturing and Healthcare: a chemistry and engineering perspective
Ji-Hua Chen, Yue Yuan, A. Ziabari, Xuan Xu +11 more
20247 citations
Semantic Scholar
Local conformations and heterogeneities in structures and dynamics of isotactic polypropylene adsorbed onto carbon fiber
Zhixing Huang, Yashasvi Bajaj, J. Carrillo, Y. Nakanishi +7 more
2023Polymer7 citations Open access
Semantic Scholar
Physically interpretable interatomic potentials via symbolic regression and reinforcement learning
Bilvin Varughese, T. Loeffler, Suvo Banik, Aditya Koneru +8 more
2025npj Computational Materials6 citations Open access
Semantic Scholar

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