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M

Mathieu Bauchy

Department of Civil and Environmental Engineering

58H-index
345Paper Count
1.0WCitation Count
Published Papers 172
Publication Date
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Designing metamaterials with programmable nonlinear responses and geometric constraints in graph space
errNature Machine Intelligence
IF23.9
err2025-07-22
err0
PREAI
errMarco Maurizi; Derek Xu; Yu-Tong Wang; Desheng Yao; David Hahn; Mourad Oudich; Anish Satpati; Mathieu Bauchy; Wei Wang; Yizhou Sun; Yun Jing; Xiaoyu Rayne Zheng
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Enabling extrapolation of Young’s modulus of CaO-Al2O3-SiO2 ternary glasses by topology-informed machine learning
errJournal of Non-Crystalline Solids
IF3.5
err2025-06-02
err0
errOAAI
errKai Yang; Yu Song; Yuhai Li; Morten M. Smedskjaer; Mathieu Bauchy; Fabian Rosner
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Thermally stimulated stiffening and fly ash's alkaline activation by Ca(OH)2 addition facilitates 3D-printing
errCEMENT & CONCRETE COMPOSITES
IF13.1
err2025-02-01
err0
PREAI
errDai, Xiaodi; Kandy, Sharu Bhagavathi; Neithalath, Narayanan; Kumar, Aditya; Bauchy, Mathieu; Garboczi, Edward; Gaedt, Torben; Srivastava, Samanvaya; Sant, Gaurav
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Microstructurally resolved electrochemical evolution of mechanical- and irradiation-induced damage in nuclear alloys
errNPJ MATERIALS DEGRADATION
IF7.6
err2024-08-19
err0
errOAAI
errChen, Xin; Pozuelo, Marta; Gussev, Maxim; Chancey, Matthew; Wang, Yongqiang; Balonis, Magdalena; Bauchy, Mathieu; Sant, Gaurav
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Impact of strain rate on the Indentation Size Effect: Evidence of an intimate link between Size effect, Strain Rate and Ductility in Soda-lime Silica glass
errJOURNAL OF NON-CRYSTALLINE SOLIDS
IF3.5
err2024-08-01
err2
PREAI
errShrestha, Pratikshya; Smedskjaer, Morten M.; Bauchy, Mathieu; Hoover, Christian G.
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Investigation of Carbonation Kinetics in Carbonated Cementitious Materials by Reactive Molecular Dynamics Simulations
errACS SUSTAINABLE CHEMISTRY & ENGINEERING
IF7.3
err2024-06-24
err2
errOAAI
errQin, Ling; Xie, Qijie; Bao, Jiuwen; Sant, Gaurav; Chen, Tiefeng; Zhang, Peng; Niu, Ditao; Gao, Xiaojian; Bauchy, Mathieu
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Unveiling the effect of composition on nuclear waste immobilization glasses' durability by nonparametric machine learning
errNPJ MATERIALS DEGRADATION
IF7.6
err2024-04-15
err4
errOAAI
errSong, Yu; Lu, Xiaonan; Wang, Kaixin; Ryan, Joseph V.; Smedskjaer, Morten M.; Vienna, John D.; Bauchy, Mathieu
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errSave
De Novo Atomistic Discovery of Disordered Mechanical Metamaterials by Machine Learning
errADVANCED SCIENCE
IF14.1
err2024-01-25
err2
errOAAI
errLiu, Han; Li, Liantang; Wei, Zhenhua; Smedskjaer, Morten M.; Zheng, Xiaoyu Rayne; Bauchy, Mathieu
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errSave
Deciphering the controlling factors for phase transitions in zeolitic imidazolate frameworks
errNATIONAL SCIENCE REVIEW
IF17.1
err2024-01-13
err6
errOAAI
errDu, Tao; Li, Shanwu; Ganisetti, Sudheer; Bauchy, Mathieu; Yue, Yuanzheng; Smedskjaer, Morten M.
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errSave
Predicting rare earth elements concentration in coal ashes with multi-task neural networks
errMATERIALS HORIZONS
IF10.7
err2024-01-01
err0
errOAAI
errSong, Yu; Zhao, Yifan; Ginella, Alex; Gallagher, Benjamin; Sant, Gaurav; Bauchy, Mathieu
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Controlling factor for fracture resistance and ionic conduction in glassy lithium borophosphate electrolytes
errMATERIALS TODAY ENERGY
IF8.6
err2023-10-01
err3
errOAAI
errDu, Tao; Chen, Zhimin; Liu, Han; Zhang, Qi; Bauchy, Mathieu; Yue, Yuanzheng; Smedskjaer, Morten M.
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errSave
Fly ash degree of reaction in hypersaline NaCl and CaCl2 brines: Effects of calcium-based additives
errWASTE MANAGEMENT
IF7.1
err2023-10-01
err2
errOAAI
errCollin, Marie; Song, Yu; Prentice, Dale P.; Arnold, Ross A.; Ellison, Kirk; Simonetti, Dante A.; Bauchy, Mathieu; Sant, Gaurav N.
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errSave
Electrosteric Control of the Aggregation and Yielding Behavior of Concentrated Portlandite Suspensions
errLANGMUIR
IF3.9
err2023-07-18
err4
PREAI
errKandy, Sharu Bhagavathi; Neithalath, Narayanan; Bauchy, Mathieu; Kumar, Aditya; Garboczi, Edward; Gaedt, Torben; Srivastava, Samanvaya; Sant, Gaurav
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End-to-end differentiability and tensor processing unit computing to accelerate materials' inverse design
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-07-13
err2
errOAAI
errLiu, Han; Liu, Yuhan; Li, Kevin; Zhao, Zhangji; Schoenholz, Samuel S. S.; Cubuk, Ekin D. D.; Gupta, Puneet; Bauchy, Mathieu
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Mechanical properties of transparent sodium phosphosilicate glass-ceramics
errPHYSICAL REVIEW MATERIALS
IF3.4
err2023-06-30
err1
errOAAI
errZhang, Qi; Christensen, Rasmus; Bodker, Mikkel L.; Du, Tao; To, Theany; Munoz, Francisco; Bauchy, Mathieu; Smedskjaer, Morten M.
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errSave
Deciphering the hierarchical structure of phosphate glasses using persistent homology with optimized input radii
errPHYSICAL REVIEW MATERIALS
IF3.4
err2023-06-29
err3
errOAAI
errXiao, Yongbao; Du, Tao; Sorensen, Soren S.; Chen, Zhimin; Biscio, Christophe A. N.; Fajstrup, Lisbeth; Bauchy, Mathieu; Smedskjaer, Morten M.
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errSave
The Crystallization of Disordered Materials under Shock Is Governed by Their Network Topology
errADVANCED SCIENCE
IF14.1
err2023-04-28
err1
errOAAI
errTang, Longwen; Srivastava, Pratyush; Gupta, Vijay; Bauchy, Mathieu
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errSave
The brittle-to-ductile transition in aluminosilicate glasses is driven by topological and dynamical heterogeneity
errACTA MATERIALIA
IF9.3
err2023-04-01
err3
errOAAI
errTang, Longwen; Smedskjaer, Morten M.; Bauchy, Mathieu
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Deciphering How Anion Clusters Govern Lithium Conduction in Glassy Thiophosphate Electrolytes through Machine Learning
errACS ENERGY LETTERS
IF18.2
err2023-03-29
err5
errOAAI
errChen, Zhimin; Du, Tao; Christensen, Rasmus; Bauchy, Mathieu; Smedskjaer, Morten M.
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errSave
Indenting glasses with indenters of varying stiffness and sharpness
errJOURNAL OF NON-CRYSTALLINE SOLIDS
IF3.5
err2023-03-01
err7
errOAAI
errChristensen, Johan F. S.; Krishnan, N. M. Anoop; Bauchy, Mathieu; Smedskjaer, Morten M.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Jacob N. Israelachvili
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H-index: 117 · Papers: 1.0K
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汪俊华 (John Wang)
H-index: 113 · Papers: 698
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Shibo Xi
H-index: 107 · Papers: 635
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H-index: 95 · Papers: 4.2K
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