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D

Danial Khatamsaz

m university

12H-index
43Paper Count
605Citation Count
Published Papers 16
Publication Date
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Accurate and uncertainty-aware multi-task prediction of HEA properties using prior-guided deep Gaussian processes
errnpj Computational Materials
IF11.9
err2025-10-16
err0
errOAAI
errSk Md Ahnaf Akif Alvi; Mrinalini Mulukutla; Nicolás Flores; Danial Khatamsaz; Jan Janssen; Danny Perez; Douglas Allaire; Vahid Attari; Raymundo Arróyave
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errSave
Microstructure-aware bayesian materials design
errActa Materialia
IF9.3
err2025-09-29
err0
PREAI
errDanial Khatamsaz; Vahid Attari; Raymundo Arróyave
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errSave
Accelerated multi-objective alloy discovery through efficient bayesian methods: Application to the FCC high entropy alloy space
errActa Materialia
IF9.3
err2025-07-09
err0
PREAI
errTrevor Hastings; Mrinalini Mulukutla; Danial Khatamsaz; Daniel Salas; Wenle Xu; Daniel Lewis; Nicole Person; Matthew Skokan; Braden Miller; James Paramore; Brady Butler; Douglas Allaire; Vahid Attari; Ibrahim Karaman; George Pharr; Ankit Srivastava; Raymundo Arróyave
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errSave
A Bayesian-based approach for constitutive model selection and calibration using diverse material responses
errACTA MATERIALIA
IF9.3
err2025-04-01
err1
PREAI
errBattalgazy, Bekassyl; Khatamsaz, Danial; Ghasemi, Zahra; Mallick, Debjoy D.; Arroyave, Raymundo; Srivastava, Ankit
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errSave
Hierarchical Gaussian process-based Bayesian optimization for materials discovery in high entropy alloy spaces
errACTA MATERIALIA
IF9.3
err2025-03-01
err0
PREAI
errAlvi, S. k Md Ahnaf Akif; Janssen, Jan; Khatamsaz, Danial; Perez, Danny; Allaire, Douglas; Arroyave, Raymundo
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errSave
Design of high-temperature NiTiCuHf shape memory alloys with minimum thermal hysteresis using Bayesian optimization
errACTA MATERIALIA
IF9.3
err2025-03-01
err0
PREAI
errBroucek, J.; Khatamsaz, D.; Cakirhan, C.; Zadeh, S. Hossein; Fan, M.; Vazquez, G.; Atli, K. C.; Qian, X.; Arroyave, R.; Karaman, I.
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errSave
Supply risk-aware alloy discovery and design: A case study on the MoNbTiVW system
errMATERIALIA
IF2.9
err2025-03-01
err0
PREAI
errMulukutla, Mrinalini; Robinson, Robert; Khatamsaz, Danial; Vela, Brent; Hastings, Trevor; Vu, Nhu; Arroyave, Raymundo
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Data-driven study of composition-dependent phase compatibility in NiTi shape memory alloys
errMATERIALS & DESIGN
IF7.9
err2024-08-01
err1
errOAAI
errZadeh, Sina Hossein; Cakirhan, Cem; Khatamsaz, Danial; Broucek, John; Brown, Timothy D.; Qian, Xiaoning; Karaman, Ibrahim; Arroyave, Raymundo
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errSave
A physics informed bayesian optimization approach for material design: application to NiTi shape memory alloys
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-12-13
err8
errOAAI
errKhatamsaz, Danial; Neuberger, Raymond; Roy, Arunabha M.; Zadeh, Sina Hossein; Otis, Richard; Arroyave, Raymundo
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errSave
Data-augmented modeling for yield strength of refractory high entropy alloys: A Bayesian approach
errACTA MATERIALIA
IF9.3
err2023-12-01
err11
errOAAI
errVela, Brent; Khatamsaz, Danial; Acemi, Cafer; Karaman, Ibrahim; Arroyave, Raymundo
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errSave
Towards inverse microstructure-centered materials design using generative phase-field modeling and deep variational autoencoders
errACTA MATERIALIA
IF9.3
err2023-10-01
err10
errOAAI
errAttari, Vahid; Khatamsaz, Danial; Allaire, Douglas; Arroyave, Raymundo
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errSave
Bayesian optimization with active learning of design constraints using an entropy-based approach
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-04-01
err35
errOAAI
errKhatamsaz, Danial; Vela, Brent; Singh, Prashant; Johnson, Duane D. D.; Allaire, Douglas; Arroyave, Raymundo
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errSave
Multi-objective materials bayesian optimization with active learning of design constraints: Design of ductile refractory multi-principal-element alloys
errACTA MATERIALIA
IF9.3
err2022-09-01
err56
PREAI
errKhatamsaz, Danial; Vela, Brent; Singh, Prashant; Johnson, Duane D.; Allaire, Douglas; Arroyave, Raymundo
errShare
errSave
On the importance of microstructure information in materials design: PSP vs PP
errACTA MATERIALIA
IF9.3
err2022-01-01
err17
errOAAI
errMolkeri, Abhilash; Khatamsaz, Danial; Couperthwaite, Richard; James, Jaylen; Arroyave, Raymundo; Allaire, Douglas; Srivastava, Ankit
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errSave
Adaptive active subspace-based efficient multifidelity materials design
errMATERIALS & DESIGN
IF7.9
err2021-11-01
err19
errOAAI
errKhatamsaz, Danial; Molkeri, Abhilash; Couperthwaite, Richard; James, Jaylen; Arroyave, Raymundo; Srivastava, Ankit; Allaire, Douglas
errShare
errSave
Efficiently exploiting process-structure-property relationships in material design by multi-information source fusion
errACTA MATERIALIA
IF9.3
err2021-03-01
err23
errOAAI
errKhatamsaz, Danial; Molkeri, Abhilash; Couperthwaite, Richard; James, Jaylen; Arroyave, Raymundo; Allaire, Douglas; Srivastava, Ankit
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
İ
İbrahim Karaman
H-index: 81 · Papers: 603
G
George M. Pharr
H-index: 76 · Papers: 339
D
D. D. Johnson
H-index: 75 · Papers: 705
R
Raymundo Arróyave
H-index: 57 · Papers: 466
樊敏 cover
樊敏 (Fan Min)
H-index: 40 · Papers: 532
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