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D

Douglas Allaire

Texas A&M University System

27H指数
136论文数
1.9K被引数
收录论文 23
发表时间
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Toward autonomous experimentation: Bayesian optimization over problem formulation space for accelerated alloy development面向自主实验：通过问题表述空间的贝叶斯优化加速合金开发
errMATERIALS & DESIGN
IF7.9
err2026-07-01
err0
PREAI
errWagner, Joseph; Khatamsaz, Danial; Vela, Brent; Arroyave, Raymundo; Allaire, Douglas L.
err分享
err收藏
Deep Gaussian process-based cost-aware batch Bayesian optimization for complex materials design campaigns基于深度高斯过程的成本感知批量贝叶斯优化方法，用于复杂材料设计活动
errnpj Computational Materials
IF11.9
err2026-02-04
err0
errOAAI
errSk Md Ahnaf Akif Alvi; Brent Vela; Vahid Attari; Jan Janssen; Danny Perez; Douglas Allaire; Raymundo Arróyave
err分享
err收藏
Data-driven insights into composition-property relationships in FCC high entropy alloysFCC高熵合金成分-性能关系的数据驱动洞察
errSCRIPTA MATERIALIA
IF5.6
err2025-12-01
err0
PREAI
errFlores, Nicolas; Mula, Daniel Salas; Xu, Wenle; Bibhu, Sahu; Lewis, Daniel; Salinas, Alexandra Eve; Mitra, Samantha; Mahat, Raj; Kalidindi, Surya R.; Wilkerson, Justin; Paramore, James; Srivastiva, Ankit; Pharr, George; Allaire, Douglas; Karaman, Ibrahim; Butler, Brady; Attari, Vahid; Arroyave, Raymundo
err分享
err收藏
Accurate and uncertainty-aware multi-task prediction of HEA properties using prior-guided deep Gaussian processes基于先验引导的深度高斯过程对高熵合金（HEA）性能的精确且具备不确定性感知的多任务预测
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
err分享
err收藏
Mapping of microstructure transitions during rapid alloy solidification using Bayesian-guided phase-field simulations利用贝叶斯引导相场模拟研究快速合金凝固过程中的微观结构转变
errActa Materialia
IF9.3
err2025-07-29
err0
PREAI
errJosé Mancias; Brent Vela; Juan Flórez-Coronel; Rouhollah Tavakoli; Douglas Allaire; Raymundo Arróyave; Damien Tourret
err分享
err收藏
Accelerated multi-objective alloy discovery through efficient bayesian methods: Application to the FCC high entropy alloy space通过高效贝叶斯方法加速多目标合金发现：在面心立方高熵合金空间中的应用
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
err分享
err收藏
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
err分享
err收藏
Towards inverse microstructure-centered materials design using generative phase-field modeling and deep variational autoencoders使用生成相场建模和深变分自动编码器进行以微观结构为中心的逆材料设计
errACTA MATERIALIA
IF9.3
err2023-10-01
err10
errOAAI
errAttari, Vahid; Khatamsaz, Danial; Allaire, Douglas; Arroyave, Raymundo
err分享
err收藏
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
err分享
err收藏
Multi-objective materials bayesian optimization with active learning of design constraints: Design of ductile refractory multi-principal-element alloys具有主动学习设计约束的多目标材料贝叶斯优化: 韧性耐火多主元合金的设计
errACTA MATERIALIA
IF9.3
err2022-09-01
err56
PREAI
errKhatamsaz, Danial; Vela, Brent; Singh, Prashant; Johnson, Duane D.; Allaire, Douglas; Arroyave, Raymundo
err分享
err收藏
On the importance of microstructure information in materials design: PSP vs PP微观结构信息在材料设计中的重要性: PSP与PP
errACTA MATERIALIA
IF9.3
err2022-01-01
err17
errOAAI
errMolkeri, Abhilash; Khatamsaz, Danial; Couperthwaite, Richard; James, Jaylen; Arroyave, Raymundo; Allaire, Douglas; Srivastava, Ankit
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Utilizing Gaussian processes to fit high dimension thermodynamic data that includes estimated variability
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2021-02-01
err4
PREAI
errCouperthwaite, Richard; Allaire, Douglas; Arroyave, Raymundo
err分享
err收藏
Uncertainty propagation in a multiscale CALPHAD-reinforced elastochemical phase-field model
errACTA MATERIALIA
IF9.3
err2020-01-01
err20
errOAAI
errAttari, Vahid; Honarmandi, Pejman; Duong, Thien; Sauceda, Daniel J.; Allaire, Douglas; Arroyave, Raymundo
err分享
err收藏
Efficient use of multiple information sources in material design
errACTA MATERIALIA
IF9.3
err2019-11-01
err25
errOAAI
errGhoreishi, Seyede Fatemeh; Molkeri, Abhilash; Arroyave, Raymundo; Allaire, Douglas; Srivastava, Ankit
err分享
err收藏
Bayesian uncertainty quantification and information fusion in CALPHAD-based thermodynamic modeling
errACTA MATERIALIA
IF9.3
err2019-02-01
err55
errOAAI
errHonarmandi, P.; Duong, T. C.; Ghoreishi, S. F.; Allaire, D.; Arroyave, R.
err分享
err收藏
System evolution prediction and manipulation using a Lotka-Volterra ecosystem model
errDESIGN STUDIES
IF4.8
err2019-01-01
err16
PREAI
errZhang, Guanglu; Allaire, Douglas; McAdams, Daniel A.; Shankar, Venkatesh
err分享
err收藏
Capacity Planning for Modular and Transportable Infrastructure for Shale Gas Production and Processing
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2018-12-19
err41
PREAI
errAllen, R. Cory; Allaire, Douglas; El-Halwagi, Mahmoud M.
err分享
err收藏
Multi-information source constrained Bayesian optimization
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2018-10-26
err52
PREAI
errGhoreishi, Seyede Fatemeh; Allaire, Douglas
err分享
err收藏

研究方向

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