David Higdon - Publications, H-index & Citations

David Higdon

University of California Berkeley

41H指数

143论文数

8.0K被引数

收录论文 16

发表时间

Thermal prediction of additive friction stir deposition through Bayesian learning- enabled explainable artificial intelligence

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2024-02-01

OAAI

Zhu, Yunhui; Wu, Xiaofeng; Gotawala, Nikhil; Higdon, David M.; Yu, Hang Z.

The Mira-Titan Universe - IV. High-precision power spectrum emulation

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2022-12-09

OAAI

Moran, Kelly R.; Heitmann, Katrin; Lawrence, Earl; Habib, Salman; Bingham, Derek; Upadhye, Amol; Kwan, Juliana; Higdon, David; Payne, Richard

A Bayesian learning framework for fast prediction and uncertainty quantification of additively manufactured multi-material components

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

IF7.5

2022-05-01

PREAI

Kim, Jee Yun; Garcia, David; Zhu, Yunhui; Higdon, David M.; Yu, Hang Z.

Analyzing Stochastic Computer Models: A Review with Opportunities

STATISTICAL SCIENCE

IF3.4

2022-02-01

OAAI

Baker, Evan; Barbillon, Pierre; Fadikar, Arindam; Gramacy, Robert B.; Herbei, Radu; Higdon, David; Huang, Jiangeng; Johnson, Leah R.; Ma, Pulong; Mondal, Anirban; Pires, Bianica; Sacks, Jerome; Sokolov, Vadim

The Mira-Titan Universe. II. Matter Power Spectrum Emulation

ASTROPHYSICAL JOURNAL

IF5.4

2017-09-20

OAAI

Lawrence, Earl; Heitmann, Katrin; Kwan, Juliana; Upadhye, Amol; Bingham, Derek; Habib, Salman; Higdon, David; Pope, Adrian; Finkel, Hal; Frontiere, Nicholas

Gridded uncertainty in fossil fuel carbon dioxide emission maps, a CDIAC example

ATMOSPHERIC CHEMISTRY AND PHYSICS

IF5.1

2016-12-05

OAAI

Andres, Robert J.; Boden, Thomas A.; Higdon, David M.

Modeling and diagnosis of structural systems through sparse dynamic graphical models

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2016-06-01

PREAI

Bornn, Luke; Farrar, Charles R.; Higdon, David; Murphy, Kevin P.

THE MIRA-TITAN UNIVERSE: PRECISION PREDICTIONS FOR DARK ENERGY SURVEYS

ASTROPHYSICAL JOURNAL

IF5.4

2016-03-28

OAAI

Heitmann, Katrin; Bingham, Derek; Lawrence, Earl; Bergner, Steven; Habib, Salman; Higdon, David; Pope, Adrian; Biswas, Rahul; Finkel, Hal; Frontiere, Nicholas; Bhattacharya, Suman

Calibration of Computational Models With Categorical Parameters and Correlated Outputs via Bayesian Smoothing Spline ANOVA

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2015-04-22

OAAI

Storlie, Curtis B.; Lane, William A.; Ryan, Emily M.; Gattiker, James R.; Higdon, David M.

Dynamic linear models for forecasting of radiation belt electrons and limitations on physical interpretation of predictive models

SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS

IF3.5

2014-06-20

OAAI

Osthus, D.; Caragea, P. C.; Higdon, D.; Morley, S. K.; Reeves, G. D.; Weaver, B. P.