Mathieu Bauchy

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Machine Learning

Walled Carbon Nanotubes

High Temperature

Top Venues

The Journal of chemical physics

Advanced science (Weinheim, Baden-Wurttemberg, Germany)

Materials horizons

Nature communications

This page only lists publications with an associated author ORCID identifier.

Publications

Ling Qin, Qijie Xie, Jiuwen Bao, Gaurav N Sant, Tiefeng Chen, Peng Zhang, Ditao Niu, Xiaojian Gao, Mathieu Bauchy
Investigation of Carbonation Kinetics in Carbonated Cementitious Materials by Reactive Molecular Dynamics Simulations. ACS sustainable chemistry & engineering 12 (27) (2024)
Yu Song, Yifan Zhao, Alex Ginella, Benjamin Gallagher, Gaurav Sant, Mathieu Bauchy
Predicting rare earth elements concentration in coal ashes with multi-task neural networks. Materials horizons 11 (6) (2024)
Yu Song, Yifan Zhao, Alex Ginella, Benjamin Gallagher, Gaurav Sant, Mathieu Bauchy
Predicting rare earth elements concentration in coal ashes with multi-task neural networks. Materials horizons 11 (6) (2024)
Yu Song, Yifan Zhao, Alex Ginella, Benjamin Gallagher, Gaurav Sant, Mathieu Bauchy
Predicting rare earth elements concentration in coal ashes with multi-task neural networks. Materials horizons (2024)
Han Liu, Liantang Li, Zhenhua Wei, Morten M Smedskjaer, Xiaoyu Rayne Zheng, Mathieu Bauchy
De Novo Atomistic Discovery of Disordered Mechanical Metamaterials by Machine Learning. Advanced science (Weinheim, Baden-Wurttemberg, Germany) 11 (13) (2024)
Han Liu, Liantang Li, Zhenhua Wei, Morten M Smedskjaer, Xiaoyu Rayne Zheng, Mathieu Bauchy
De Novo Atomistic Discovery of Disordered Mechanical Metamaterials by Machine Learning. Advanced science (Weinheim, Baden-Wurttemberg, Germany) (2024)
Han Liu, Liantang Li, Zhenhua Wei, Morten M Smedskjaer, Xiaoyu Rayne Zheng, Mathieu Bauchy
De Novo Atomistic Discovery of Disordered Mechanical Metamaterials by Machine Learning. Advanced science (Weinheim, Baden-Wurttemberg, Germany) 11 (13) (2024)
Ling Qin, Qijie Xie, Jiuwen Bao, Gaurav N Sant, Tiefeng Chen, Peng Zhang, Ditao Niu, Xiaojian Gao, Mathieu Bauchy
Investigation of Carbonation Kinetics in Carbonated Cementitious Materials by Reactive Molecular Dynamics Simulations. ACS sustainable chemistry & engineering 12 (27) (2024)
Longwen Tang, Pratyush Srivastava, Vijay Gupta, Mathieu Bauchy
The Crystallization of Disordered Materials under Shock Is Governed by Their Network Topology. Advanced science (Weinheim, Baden-Wurttemberg, Germany) (2023)
Søren S Sørensen, Xiangting Ren, Tao Du, Ayoub Traverson, Shibo Xi, Lars R Jensen, Mathieu Bauchy, Satoshi Horike, John Wang, Morten M Smedskjaer
Water as a Modifier in a Hybrid Coordination Network Glass. Small (Weinheim an der Bergstrasse, Germany) (2023)
Han Liu, Zijie Huang, Samuel S Schoenholz, Ekin D Cubuk, Morten M Smedskjaer, Yizhou Sun, Wei Wang, Mathieu Bauchy
Learning molecular dynamics: predicting the dynamics of glasses by a machine learning simulator. Materials horizons (2023)
Ying Shi, Binghui Deng, Ozgur Gulbiten, Mathieu Bauchy, Qi Zhou, Joerg C Neuefeind, Stephen R Elliott, Nicholas J Smith, Douglas C Allan
Revealing the relationship between liquid fragility and medium-range order in silicate glasses. Nature communications 14 (1) (2023)
Ying Shi, Binghui Deng, Ozgur Gulbiten, Mathieu Bauchy, Qi Zhou, Joerg C Neuefeind, Stephen R Elliott, Nicholas J Smith, Douglas C Allan
Revealing the relationship between liquid fragility and medium-range order in silicate glasses. Nature communications 14 (1) (2023)
Sharu Bhagavathi Kandy, Narayanan Neithalath, Mathieu Bauchy, Aditya Kumar, Edward Garboczi, Torben Gaedt, Samanvaya Srivastava, Gaurav N Sant
Electrosteric Control of the Aggregation and Yielding Behavior of Concentrated Portlandite Suspensions. Langmuir : the ACS journal of surfaces and colloids (2023)
Katelyn A Kirchner, Daniel R Cassar, Edgar Dutra Zanotto, Madoka Ono, Seong H Kim, Karan Doss, Mikkel L Bødker, Morten M Smedskjaer, Shinji Kohara, Longwen Tang, Mathieu Bauchy, Collin J Wilkinson, Yongjian Yang, Rebecca S Welch, Matthew Mancini, John C Mauro
Beyond the Average: Spatial and Temporal Fluctuations in Oxide Glass-Forming Systems. Chemical reviews (2022)
Wei Fan, Tao Du, Aida Droce, Lars R Jensen, Randall E Youngman, Xiangting Ren, Leonid Gurevich, Mathieu Bauchy, Peter Kristensen, Bengang Xing, Donghong Yu, Morten M Smedskjaer
Resolving the Conflict between Strength and Toughness in Bioactive Silica-Polymer Hybrid Materials. ACS nano 16 (6) (2022)
Qi Zhou, Ying Shi, Binghui Deng, Joerg C Neuefeind, Mathieu Bauchy
Experimental method to quantify the ring size distribution in silicate glasses and simulation validation thereof. Science advances 7 (28) (2021)
Theany To, Søren S Sørensen, Johan F S Christensen, Rasmus Christensen, Lars R Jensen, Michal Bockowski, Mathieu Bauchy, Morten M Smedskjaer
Bond Switching in Densified Oxide Glass Enables Record-High Fracture Toughness. ACS applied materials & interfaces 13 (15) (2021)
Tao Du, Han Liu, Longwen Tang, Søren S Sørensen, Mathieu Bauchy, Morten M Smedskjaer
Predicting Fracture Propensity in Amorphous Alumina from Its Static Structure Using Machine Learning. ACS nano (2021)
Longwen Tang, Gang Ma, Han Liu, Wei Zhou, Mathieu Bauchy
Bulk Metallic Glasses' Response to Oscillatory Stress Is Governed by the Topography of the Energy Landscape. The journal of physical chemistry. B 124 (49) (2020)
Søren S Sørensen, Christophe A N Biscio, Mathieu Bauchy, Lisbeth Fajstrup, Morten M Smedskjaer
Revealing hidden medium-range order in amorphous materials using topological data analysis. Science advances 6 (37) (2020)
Longwen Tang, Shiqi Dong, Ross Arnold, Erika Callagon La Plante, Juan Carlos Vega-Vila, Dale Prentice, Kirk Ellison, Aditya Kumar, Narayanan Neithalath, Dante A Simonetti, Gaurav N Sant, Mathieu Bauchy
Atomic Dislocations and Bond Rupture Govern Dissolution Enhancement under Acoustic Stimulation. ACS applied materials & interfaces 12 (49) (2020)
Theany To, Søren S Sørensen, Malwina Stepniewska, Ang Qiao, Lars R Jensen, Mathieu Bauchy, Yuanzheng Yue, Morten M Smedskjaer
Fracture toughness of a metal-organic framework glass. Nature communications 11 (1) (2020)
Sharu Bhagavathi Kandy, Iman Mehdipour, Narayanan Neithalath, Mathieu Bauchy, Edward Garboczi, Samanvaya Srivastava, Torben Gaedt, Gaurav N Sant
Temperature-Induced Aggregation in Portlandite Suspensions. Langmuir : the ACS journal of surfaces and colloids 36 (36) (2020)
Martin B Østergaard, Søren R Hansen, Kacper Januchta, Theany To, Sylwester J Rzoska, Michal Bockowski, Mathieu Bauchy, Morten M Smedskjaer
Revisiting the Dependence of Poisson's Ratio on Liquid Fragility and Atomic Packing Density in Oxide Glasses. Materials (Basel, Switzerland) 12 (15) (2019)
Collin J Wilkinson, Arron R Potter, Rebecca S Welch, Caio Bragatto, Qiuju Zheng, Mathieu Bauchy, Mario Affatigato, Steven A Feller, John C Mauro
Topological Origins of the Mixed Alkali Effect in Glass. The journal of physical chemistry. B 123 (34) (2019)
Mengyi Wang, Morten M Smedskjaer, John C Mauro, Mathieu Bauchy
Modifier clustering and avoidance principle in borosilicate glasses: A molecular dynamics study. The Journal of chemical physics 150 (4) (2019)
Kacper Januchta, Malwina Stepniewska, Lars R Jensen, Yang Zhang, Marcel A J Somers, Mathieu Bauchy, Yuanzheng Yue, Morten M Smedskjaer
Breaking the Limit of Micro-Ductility in Oxide Glasses. Advanced science (Weinheim, Baden-Wurttemberg, Germany) 6 (18) (2019)
Xin Li, Weiying Song, Kai Yang, N M Anoop Krishnan, Bu Wang, Morten M Smedskjaer, John C Mauro, Gaurav Sant, Magdalena Balonis, Mathieu Bauchy
Cooling rate effects in sodium silicate glasses: Bridging the gap between molecular dynamics simulations and experiments. The Journal of chemical physics 147 (7) (2018)
Yingtian Yu, N M Anoop Krishnan, Morten M Smedskjaer, Gaurav Sant, Mathieu Bauchy
The hydrophilic-to-hydrophobic transition in glassy silica is driven by the atomic topology of its surface. The Journal of chemical physics 148 (7) (2018)
Tao Du, Hui Li, Gaurav Sant, Mathieu Bauchy
New insights into the sol-gel condensation of silica by reactive molecular dynamics simulations. The Journal of chemical physics 148 (23) (2018)
Kai Yang, Ali Kachmar, Bu Wang, N M Anoop Krishnan, Magdalena Balonis, Gaurav Sant, Mathieu Bauchy
New insights into the atomic structure of amorphous TiO2 using tight-binding molecular dynamics. The Journal of chemical physics 149 (9) (2018)
N M Anoop Krishnan, Bu Wang, Yann Le Pape, Gaurav Sant, Mathieu Bauchy
Irradiation- vs. vitrification-induced disordering: The case of 𝜶-quartz and glassy silica. The Journal of chemical physics 146 (20) (2018)