Mathieu Bauchy

Affiliations

Physics of AmoRphous and Inorganic Solids Laboratory (PARISlab), Department of Civil and Environmental Engineering, University of California, Los Angeles, California 90095, USA.

ORCID: 0000000343553038

Publications (40)

Exploring the landscape of Buckingham potentials for silica by machine learning: Soft vs hard interatomic forcefields.

The Journal of chemical physics

Avec: Han Liu , Yipeng Li , Zipeng Fu , Kevin Li , Mathieu Bauchy

Atomic Dislocations and Bond Rupture Govern Dissolution Enhancement under Acoustic Stimulation.

ACS applied materials & interfaces

Avec: Longwen Tang , Shiqi Dong , Ross Arnold , Erika Callagon La Plante , Juan Carlos Vega-Vila , Dale Prentice , Kirk Ellison , Aditya Kumar , Narayanan Neithalath , Dante Simonetti , Gaurav Sant , Mathieu Bauchy

Experimental evidence of auxeticity in ion implanted single crystal calcite.

Scientific reports

Avec: Michael E Liao , Chao Li , Nachiket Shah , Yi-Hsuan Hsiao , Mathieu Bauchy , Gaurav Sant , Mark S Goorsky

Temperature-Induced Aggregation in Portlandite Suspensions.

Langmuir : the ACS journal of surfaces and colloids

Avec: Sharu Bhagavathi Kandy , Iman Mehdipour , Narayanan Neithalath , Mathieu Bauchy , Edward Garboczi , Samanvaya Srivastava , Torben Gaedt , Gaurav Sant

Modifier clustering and avoidance principle in borosilicate glasses: A molecular dynamics study.

The Journal of chemical physics

Avec: Mengyi Wang , Morten M Smedskjaer , John C Mauro , Mathieu Bauchy

Fracture toughness of a metal-organic framework glass.

Nature communications

Avec: Theany To , Søren S Sørensen , Malwina Stepniewska , Ang Qiao , Lars R Jensen , Mathieu Bauchy , Yuanzheng Yue , Morten M Smedskjaer

The Crystallization of Disordered Materials under Shock Is Governed by Their Network Topology.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)

Avec: Longwen Tang , Pratyush Srivastava , Vijay Gupta , Mathieu Bauchy

New insights into the early stage nucleation of calcium carbonate gels by reactive molecular dynamics simulations.

The Journal of chemical physics

Avec: Ling Qin , Xingtai Mao , Yifei Cui , Jiuwen Bao , Gaurav Sant , Tiefeng Chen , Peng Zhang , Xiaojian Gao , Mathieu Bauchy

Learning molecular dynamics: predicting the dynamics of glasses by a machine learning simulator.

Materials horizons

Avec: Han Liu , Zijie Huang , Samuel S Schoenholz , Ekin D Cubuk , Morten M Smedskjaer , Yizhou Sun , Wei Wang , Mathieu Bauchy

Fly ash degree of reaction in hypersaline NaCl and CaCl

Waste management (New York, N.Y.)

Avec: Marie Collin , Yu Song , Dale P Prentice , Ross A Arnold , Kirk Ellison , Dante A Simonetti , Mathieu Bauchy , Gaurav N Sant

Dynamic and stress signatures of the rigid intermediate phase in glass-forming liquids.

The Journal of chemical physics

Avec: W Song , X Li , M Wang , M Bauchy , M Micoulaut

Topological Origins of the Mixed Alkali Effect in Glass.

The journal of physical chemistry. B

Avec: Collin J Wilkinson , Arron R Potter , Rebecca S Welch , Caio Bragatto , Qiuju Zheng , Mathieu Bauchy , Mario Affatigato , Steven A Feller , John C Mauro

Revisiting the Dependence of Poisson's Ratio on Liquid Fragility and Atomic Packing Density in Oxide Glasses.

Materials (Basel, Switzerland)

Avec: Martin B Østergaard , Søren R Hansen , Kacper Januchta , Theany To , Sylwester J Rzoska , Michal Bockowski , Mathieu Bauchy , Morten M Smedskjaer

Predicting the Young's Modulus of Silicate Glasses using High-Throughput Molecular Dynamics Simulations and Machine Learning.

Scientific reports

Avec: Kai Yang , Xinyi Xu , Benjamin Yang , Brian Cook , Herbert Ramos , N M Anoop Krishnan , Morten M Smedskjaer , Christian Hoover , Mathieu Bauchy

Predicting Fracture Propensity in Amorphous Alumina from Its Static Structure Using Machine Learning.

ACS nano

Avec: Tao Du , Han Liu , Longwen Tang , Søren S Sørensen , Mathieu Bauchy , Morten M Smedskjaer

Bulk Metallic Glasses' Response to Oscillatory Stress Is Governed by the Topography of the Energy Landscape.

The journal of physical chemistry. B

Avec: Longwen Tang , Gang Ma , Han Liu , Wei Zhou , Mathieu Bauchy

Rapid inverse design of metamaterials based on prescribed mechanical behavior through machine learning.

Nature communications

Avec: Chan Soo Ha , Desheng Yao , Zhenpeng Xu , Chenang Liu , Han Liu , Daniel Elkins , Matthew Kile , Vikram Deshpande , Zhenyu Kong , Mathieu Bauchy , Xiaoyu Rayne Zheng

Water as a Modifier in a Hybrid Coordination Network Glass.

Small (Weinheim an der Bergstrasse, Germany)

Avec: Søren S Sørensen , Xiangting Ren , Tao Du , Ayoub Traverson , Shibo Xi , Lars R Jensen , Mathieu Bauchy , Satoshi Horike , John Wang , Morten M Smedskjaer

Effects of temperature and CO2 concentration on the early stage nucleation of calcium carbonate by reactive molecular dynamics simulations.

The Journal of chemical physics

Avec: Ling Qin , Junyi Yang , Jiuwen Bao , Gaurav Sant , Sheng Wang , Peng Zhang , Xiaojian Gao , Hui Wang , Qi Yu , Ditao Niu , Mathieu Bauchy

Bond Switching in Densified Oxide Glass Enables Record-High Fracture Toughness.

ACS applied materials & interfaces

Avec: Theany To , Søren S Sørensen , Johan F S Christensen , Rasmus Christensen , Lars R Jensen , Michal Bockowski , Mathieu Bauchy , Morten M Smedskjaer

Breaking the Limit of Micro-Ductility in Oxide Glasses.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)

Avec: Kacper Januchta , Malwina Stepniewska , Lars R Jensen , Yang Zhang , Marcel A J Somers , Mathieu Bauchy , Yuanzheng Yue , Morten M Smedskjaer

Dispersing nano- and micro-sized portlandite particulates via electrosteric exclusion at short screening lengths.

Soft matter

Avec: Jason Timmons , Iman Mehdipour , Shang Gao , Hakan Atahan , Narayanan Neithalath , Mathieu Bauchy , Edward Garboczi , Samanvaya Srivastava , Gaurav Sant

Precipitation of calcium-alumino-silicate-hydrate gels: The role of the internal stress.

The Journal of chemical physics

Avec: Cheng Zhao , Wei Zhou , Qi Zhou , Yao Zhang , Han Liu , Gaurav Sant , Xinghong Liu , Lijie Guo , Mathieu Bauchy

The energy landscape governs ductility in disordered materials.

Materials horizons

Avec: Longwen Tang , Han Liu , Gang Ma , Tao Du , Normand Mousseau , Wei Zhou , Mathieu Bauchy

Beyond the Average: Spatial and Temporal Fluctuations in Oxide Glass-Forming Systems.

Chemical reviews

Avec: Katelyn A Kirchner , Daniel R Cassar , Edgar D 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

Revealing the relationship between liquid fragility and medium-range order in silicate glasses.

Nature communications

Avec: Ying Shi , Binghui Deng , Ozgur Gulbiten , Mathieu Bauchy , Qi Zhou , Jörg Neuefeind , Stephen R Elliott , Nicholas J Smith , Douglas C Allan

De Novo Atomistic Discovery of Disordered Mechanical Metamaterials by Machine Learning.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)

Avec: Han Liu , Liantang Li , Zhenhua Wei , Morten M Smedskjaer , Xiaoyu Rayne Zheng , Mathieu Bauchy

Predicting rare earth elements concentration in coal ashes with multi-task neural networks.

Materials horizons

Avec: Yu Song , Yifan Zhao , Alex Ginella , Benjamin Gallagher , Gaurav Sant , Mathieu Bauchy

Deciphering the controlling factors for phase transitions in zeolitic imidazolate frameworks.

National science review

Avec: Tao Du , Shanwu Li , Sudheer Ganisetti , Mathieu Bauchy , Yuanzheng Yue , Morten M Smedskjaer

How clay particulates affect flow cessation and the coiling stability of yield stress-matched cementing suspensions.

Soft matter

Avec: Iman Mehdipour , Hakan Atahan , Narayanan Neithalath , Mathieu Bauchy , Edward Garboczi , Gaurav Sant

Long-term creep deformations in colloidal calcium-silicate-hydrate gels by accelerated aging simulations.

Journal of colloid and interface science

Avec: Han Liu , Shiqi Dong , Longwen Tang , N M Anoop Krishnan , Enrico Masoero , Gaurav Sant , Mathieu Bauchy

Interatomic potential parameterization using particle swarm optimization: Case study of glassy silica.

The Journal of chemical physics

Avec: Rasmus Christensen , Søren S Sørensen , Han Liu , Kevin Li , Mathieu Bauchy , Morten M Smedskjaer

Topological origin of phase separation in hydrated gels.

Journal of colloid and interface science

Avec: Cheng Zhao , Wei Zhou , Qi Zhou , Zhe Wang , Gaurav Sant , Lijie Guo , Mathieu Bauchy

On the equivalence of vapor-deposited and melt-quenched glasses.

The Journal of chemical physics

Avec: Zhe Wang , Tao Du , N M Anoop Krishnan , Morten M Smedskjaer , Mathieu Bauchy

Revealing hidden medium-range order in amorphous materials using topological data analysis.

Science advances

Avec: Søren S Sørensen , Christophe A N Biscio , Mathieu Bauchy , Lisbeth Fajstrup , Morten M Smedskjaer

Resolving the Conflict between Strength and Toughness in Bioactive Silica-Polymer Hybrid Materials.

ACS nano

Avec: 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

Experimental method to quantify the ring size distribution in silicate glasses and simulation validation thereof.

Science advances

Avec: Qi Zhou , Ying Shi , Binghui Deng , Jörg Neuefeind , Mathieu Bauchy

Electrosteric Control of the Aggregation and Yielding Behavior of Concentrated Portlandite Suspensions.

Langmuir : the ACS journal of surfaces and colloids

Avec: Sharu Bhagavathi Kandy , Narayanan Neithalath , Mathieu Bauchy , Aditya Kumar , Edward Garboczi , Torben Gaedt , Samanvaya Srivastava , Gaurav Sant

Atomistic origin of kinetics in hydrated aluminosilicate gels upon precipitation.

The Journal of chemical physics

Avec: Cheng Zhao , Jiahui Yu , Xuyong Chen , Qiaoyun Wu , Wei Zhou , Mathieu Bauchy

Investigation of Carbonation Kinetics in Carbonated Cementitious Materials by Reactive Molecular Dynamics Simulations.

ACS sustainable chemistry & engineering

Avec: Ling Qin , Qijie Xie , Jiuwen Bao , Gaurav Sant , Tiefeng Chen , Peng Zhang , Ditao Niu , Xiaojian Gao , Mathieu Bauchy

Réseau de co-auteurs

Morten M Smedskjaer 16 collaborations

Gaurav Sant 13 collaborations

Han Liu 10 collaborations

Longwen Tang 7 collaborations

Søren S Sørensen 6 collaborations

Tao Du 6 collaborations

Narayanan Neithalath 5 collaborations

Lars R Jensen 5 collaborations

Wei Zhou 5 collaborations

Edward Garboczi 4 collaborations

Qi Zhou 4 collaborations

Iman Mehdipour 3 collaborations

Samanvaya Srivastava 3 collaborations

John C Mauro 3 collaborations

Theany To 3 collaborations

Yuanzheng Yue 3 collaborations

Ling Qin 3 collaborations

Jiuwen Bao 3 collaborations

Peng Zhang 3 collaborations

Xiaojian Gao 3 collaborations

N M Anoop Krishnan 3 collaborations

Cheng Zhao 3 collaborations

Kevin Li 2 collaborations

Shiqi Dong 2 collaborations

Kirk Ellison 2 collaborations

Aditya Kumar 2 collaborations

Sharu Bhagavathi Kandy 2 collaborations

Torben Gaedt 2 collaborations

Malwina Stepniewska 2 collaborations

Tiefeng Chen 2 collaborations

Yu Song 2 collaborations

Collin J Wilkinson 2 collaborations

Rebecca S Welch 2 collaborations

Kacper Januchta 2 collaborations

Michal Bockowski 2 collaborations

Gang Ma 2 collaborations

Xiaoyu Rayne Zheng 2 collaborations

Xiangting Ren 2 collaborations

Ditao Niu 2 collaborations

Rasmus Christensen 2 collaborations

Hakan Atahan 2 collaborations

Lijie Guo 2 collaborations

Ying Shi 2 collaborations

Binghui Deng 2 collaborations

Jörg Neuefeind 2 collaborations

Zhe Wang 2 collaborations

Yipeng Li 1 collaboration

Zipeng Fu 1 collaboration

Ross Arnold 1 collaboration

Erika Callagon La Plante 1 collaboration

Juan Carlos Vega-Vila 1 collaboration

Dale Prentice 1 collaboration

Dante Simonetti 1 collaboration

Michael E Liao 1 collaboration

Chao Li 1 collaboration

Nachiket Shah 1 collaboration

Yi-Hsuan Hsiao 1 collaboration

Mark S Goorsky 1 collaboration

Mengyi Wang 1 collaboration

Ang Qiao 1 collaboration

Pratyush Srivastava 1 collaboration

Vijay Gupta 1 collaboration

Xingtai Mao 1 collaboration

Yifei Cui 1 collaboration

Zijie Huang 1 collaboration

Samuel S Schoenholz 1 collaboration

Ekin D Cubuk 1 collaboration

Yizhou Sun 1 collaboration

Wei Wang 1 collaboration

Marie Collin 1 collaboration

Dale P Prentice 1 collaboration

Ross A Arnold 1 collaboration

Dante A Simonetti 1 collaboration

Gaurav N Sant 1 collaboration

W Song 1 collaboration

X Li 1 collaboration

M Wang 1 collaboration

M Bauchy 1 collaboration

M Micoulaut 1 collaboration

Arron R Potter 1 collaboration

Caio Bragatto 1 collaboration

Qiuju Zheng 1 collaboration

Mario Affatigato 1 collaboration

Steven A Feller 1 collaboration

Martin B Østergaard 1 collaboration

Søren R Hansen 1 collaboration

Sylwester J Rzoska 1 collaboration

Kai Yang 1 collaboration

Xinyi Xu 1 collaboration

Benjamin Yang 1 collaboration

Brian Cook 1 collaboration

Herbert Ramos 1 collaboration

Christian Hoover 1 collaboration

Chan Soo Ha 1 collaboration

Desheng Yao 1 collaboration

Zhenpeng Xu 1 collaboration

Chenang Liu 1 collaboration

Daniel Elkins 1 collaboration

Matthew Kile 1 collaboration

Vikram Deshpande 1 collaboration

Zhenyu Kong 1 collaboration

Ayoub Traverson 1 collaboration

Shibo Xi 1 collaboration

Satoshi Horike 1 collaboration

John Wang 1 collaboration

Junyi Yang 1 collaboration

Sheng Wang 1 collaboration

Hui Wang 1 collaboration

Qi Yu 1 collaboration

Johan F S Christensen 1 collaboration

Yang Zhang 1 collaboration

Marcel A J Somers 1 collaboration

Jason Timmons 1 collaboration

Shang Gao 1 collaboration

Yao Zhang 1 collaboration

Xinghong Liu 1 collaboration

Normand Mousseau 1 collaboration

Katelyn A Kirchner 1 collaboration

Daniel R Cassar 1 collaboration

Edgar D Zanotto 1 collaboration

Madoka Ono 1 collaboration

Seong H Kim 1 collaboration

Karan Doss 1 collaboration

Mikkel L Bødker 1 collaboration

Shinji Kohara 1 collaboration

Yongjian Yang 1 collaboration

Matthew Mancini 1 collaboration

Ozgur Gulbiten 1 collaboration

Stephen R Elliott 1 collaboration

Nicholas J Smith 1 collaboration

Douglas C Allan 1 collaboration

Liantang Li 1 collaboration

Zhenhua Wei 1 collaboration

Yifan Zhao 1 collaboration

Alex Ginella 1 collaboration

Benjamin Gallagher 1 collaboration

Shanwu Li 1 collaboration

Sudheer Ganisetti 1 collaboration

Enrico Masoero 1 collaboration

Christophe A N Biscio 1 collaboration

Lisbeth Fajstrup 1 collaboration

Wei Fan 1 collaboration

Aida Droce 1 collaboration

Randall E Youngman 1 collaboration

Leonid Gurevich 1 collaboration

Peter Kristensen 1 collaboration

Bengang Xing 1 collaboration

Donghong Yu 1 collaboration

Jiahui Yu 1 collaboration

Xuyong Chen 1 collaboration

Qiaoyun Wu 1 collaboration

Qijie Xie 1 collaboration