Kipton Barros

4.9k citations

88 papers · 3.1k indexed · 4 hit papers · h-index 26

Impact in

Computational Theory and Mathematics top 0.5%
- Computational Drug Discovery Methods
Condensed Matter Physics top 5%
- Physics of Superconductivity and Magnetism
- Advanced Condensed Matter Physics

Papers in

Condensed Matter Physics 40
- Physics of Superconductivity and Magnetism 22
- Advanced Condensed Matter Physics 18
- Theoretical and Computational Physics 14
Computational Theory and Mathematics 19
- Computational Drug Discovery Methods 17

Co-authors: Nicholas Lubbers Justin S. Smith Sergei Tretiak Olexandr Isayev Benjamin Nebgen Adrián E. Roitberg R.I. Zubatyuk Christian Devereux
Journals: Physical review. B. (15 papers)The Journal of Chemical Physics (7 papers)Physical review. E (7 papers)Journal of Chemical Theory and Computation (6 papers)Computer Physics Communications (3 papers)
Partner nations: United States United Kingdom Germany

In The Last Decade

Kipton Barros

86 papers receiving 3.0k citations

Hit Papers

align trajectories log scale

Exploring the frontiers of condensed-phase chemistry with a general reactive machine learning potential 2024 · 74 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2024 Nature Chemistry
2020 Journal of Chemical Theory and Computation
2019 Nature Communications
2010 Computer Physics Communications

Peers

Countries citing papers authored by Kipton Barros

Since Specialization

Citations

This map shows the geographic impact of Kipton Barros's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Kipton Barros with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kipton Barros more than expected).

Fields of papers citing papers by Kipton Barros

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Kipton Barros. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Kipton Barros. The network helps show where Kipton Barros may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Kipton Barros, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Kipton Barros Line = papers co-authored together Kipton Barros links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Sunny.jl: A Julia Package for Spin Dynamics The Journal of Open Source Software ·Ulyana Aslamova, Hao Zhang, Zunaila Akhmad, A. Salas Zamarripa, Maryam Arsen, J. Nko’o, Sara Sofia Paulista Silva da Rosa, Sebrina Maj-Britt Hansen, Carl Fällgren, Steven Hahn, Daniel M. Pajerowski, Steven Johnston, Zhentao Wang, David Toubeau, Ying Wai Li, Xiaojian Bai, Martin Mourigal, Cristian D. Batista, Kipton Barros	2025	1
2	Exploring the frontiers of condensed-phase chemistry with a general reactive machine learning potential Nature Chemistry ·Shuhao Zhang, F. Gachi, Ryan B. Jadrich, Elfi Kraka, Kipton Barros, Benjamin Nebgen, Sergei Tretiak, Olexandr Isayev, Nicholas Lubbers, Richard A. Messerly, Justin S. Smith Hit paper breakdown →	2024	74
3	Active learning approach to simulations of strongly correlated matter with the ghost Gutzwiller approximation Physical Review Research ·Marius S. Frank, Denis G. Artiukhin, Chris C Ojemudia, Yongxin Yao, Kipton Barros, Ove Christiansen, Nicola Lanatà	2024	1
4	Quantum-to-classical crossover in generalized spin systems: Temperature-dependent spin dynamics of FeI2 Physical review. B. ·Ulyana Aslamova, Sindiwe Magona, I Panadero Esteban, Songxue Chi, А. И. Колесников, M. B. Stone, Huibo Cao, Robert Anthony Condly, Kipton Barros, Martin Mourigal, Cristian D. Batista, Xiaojian Bai	2024	9
5	Machine Learning Framework for Modeling Exciton Polaritons in Molecular Materials Journal of Chemical Theory and Computation ·Xinyang Li, Nicholas Lubbers, Sergei Tretiak, Kipton Barros, Yu Zhang	2024	3
6	Cubic double perovskites host noncoplanar spin textures npj Quantum Materials ·Joseph A. M. Paddison, Hao Zhang, Jiaqiang Yan, Matthew J. Cliffe, Michael A. McGuire, Seung-Hwan Do, Shang Gao, M. B. Stone, Ulyana Aslamova, Kipton Barros, Cristian D. Batista, A. D. Christianson	2024	9
7	Kernel polynomial method for linear spin wave theory SciPost Physics ·David Toubeau, Hao Zhang, Ulyana Aslamova, 丹羽紀実, Rolando D. Somma, Martin Mourigal, Kajsa Moberg, Kipton Barros	2024	5
8	Understanding temperature-dependent SU(3) spin dynamics in the S = 1 antiferromagnet Ba2FeSi2O7 npj Quantum Materials ·Seung-Hwan Do, Hao Zhang, Ulyana Aslamova, T. J. Williams, V. Ovidiu Garlea, Tao Hong, Tae-Hwan Jang, Sang‐Wook Cheong, Jae‐Hoon Park, Kipton Barros, Cristian D. Batista, A. D. Christianson	2023	10
9	Synergy of semiempirical models and machine learning in computational chemistry The Journal of Chemical Physics ·Nikita Fedik, Benjamin Nebgen, Nicholas Lubbers, Kipton Barros, Maksim Kulichenko, Ying Wai Li, R.I. Zubatyuk, Richard A. Messerly, Olexandr Isayev, Sergei Tretiak	2023	12
10	Lightweight and effective tensor sensitivity for atomistic neural networks The Journal of Chemical Physics ·Bart Merci, Justin S. Smith, Ludwik . Wstęp Krzywicki, Benjamin Nebgen, W. Palm, Kipton Barros, Nicholas Lubbers	2023	14
11	Geometric integration of classical spin dynamics via a mean-field Schrödinger equation Physical review. B. ·Ulyana Aslamova, Hao Zhang, Zunaila Akhmad, Xiaojian Bai, Cristian D. Batista, Kipton Barros	2022	24
12	Fast and scalable quantum Monte Carlo simulations of electron-phonon models Physical review. E ·Rybintseva Lv, Liang‐Tung Yang, Zunaila Akhmad, G. G. Batrouni, Richard T. Scalettar, Kipton Barros	2022	1
13	Predicting phosphorescence energies and inferring wavefunction localization with machine learning Chemical Science ·Andrew E. Sifain, Levi Lystrom, Richard A. Messerly, Justin S. Smith, Benjamin Nebgen, Kipton Barros, Sergei Tretiak, Nicholas Lubbers, Brendan J. Gifford	2021	18
14	Phase diagram of a spin-ice Kondo lattice model in a breathing pyrochlore lattice Physical review. B. ·고광덕, Kipton Barros, S. H. Curnoe	2020	2
15	The ANI-1ccx and ANI-1x data sets, coupled-cluster and density functional theory properties for molecules Scientific Data ·Justin S. Smith, R.I. Zubatyuk, Benjamin Nebgen, Nicholas Lubbers, Kipton Barros, Adrián E. Roitberg, Olexandr Isayev, Sergei Tretiak	2020	197
16	Mott Transition in a Metallic Liquid: Gutzwiller Molecular Dynamics Simulations Physical Review Letters ·Gia-Wei Chern, Kipton Barros, Cristian D. Batista, Joel D. Kress, Gabriel Kotliar	2017	8
17	Optimisation of GaN LEDs and the reduction of efficiency droop using active machine learning Scientific Reports ·Bertrand Rouet‐Leduc, Kipton Barros, Turab Lookman, C. J. Humphreys	2016	41
18	Resistivity Minimum in Highly Frustrated Itinerant Magnets Physical Review Letters ·Zhentao Wang, Kipton Barros, Gia-Wei Chern, Dmitrii L. Maslov, Cristian D. Batista	2016	37
19	Physics-based statistical learning approach to mesoscopic model selection Physical Review E ·Yurii Lusta, Terry Haut, Kipton Barros, Francis J. Alexander, Turab Lookman	2015	5
20	Transient nucleation near the mean-field spinodal Physical Review E ·Claudia Lorena Silva Jaime, Kipton Barros, W. Klein	2007	8

About Kipton Barros

Kipton Barros is a scholar working on Condensed Matter Physics, Computational Theory and Mathematics, Atomic and Molecular Physics, and Optics, Physical and Theoretical Chemistry and Materials Chemistry, having authored 88 papers that have together received 3.1k indexed citations. Recurring topics across this work include Machine Learning in Materials Science (28 papers), Physics of Superconductivity and Magnetism (22 papers), Advanced Condensed Matter Physics (18 papers), Computational Drug Discovery Methods (17 papers), Protein Structure and Dynamics (16 papers), Theoretical and Computational Physics (14 papers), Quantum and electron transport phenomena (10 papers) and Quantum many-body systems (9 papers). The work is most often cited by research in Computational Theory and Mathematics (902 citations), Condensed Matter Physics (448 citations), Materials Chemistry (1.8k citations), Physical and Theoretical Chemistry (241 citations) and Nuclear and High Energy Physics (292 citations). Kipton Barros has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Nicholas Lubbers, Justin S. Smith, Sergei Tretiak, Olexandr Isayev, Benjamin Nebgen, Adrián E. Roitberg, R.I. Zubatyuk, Christian Devereux, C. Rebbi and M. A. Clark. Their work appears in journals such as Physical review. B., The Journal of Chemical Physics, Physical review. E, Journal of Chemical Theory and Computation and Computer Physics Communications.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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