World's Best Scientists 2026 revealed!

D-Index & Metrics

Business and Management

D-Index
37
Citations
10476
World Ranking
1919
National Ranking
784

Overview

Michael D. Shields is affiliated with Michigan State University in the United States and works primarily in the field of Engineering. Their research spans several subfields, including Statistics, Probability and Uncertainty, Statistical and Nonlinear Physics, Artificial Intelligence, Materials Chemistry, and Civil and Structural Engineering.

The scientist's work covers a wide range of topics, with a particular focus on probabilistic and robust engineering design, model reduction and neural networks, structural health monitoring techniques, Gaussian processes and Bayesian inference, advanced multi-objective optimization algorithms, machine learning in materials science, and neural networks and applications.

Michael D. Shields has published a number of notable papers recently, including:

  • Bayesian neural networks for uncertainty quantification in data-driven materials modeling, 2021, Computer Methods in Applied Mechanics and Engineering
  • Deep transfer operator learning for partial differential equations under conditional shift, 2022, Nature Machine Intelligence
  • UQpy: A general purpose Python package and development environment for uncertainty quantification, 2020, Journal of Computational Science
  • Data-driven surrogates for high dimensional models using Gaussian process regression on the Grassmann manifold, 2020, Computer Methods in Applied Mechanics and Engineering
  • MANIFOLD LEARNING-BASED POLYNOMIAL CHAOS EXPANSIONS FOR HIGH-DIMENSIONAL SURROGATE MODELS, 2022, International Journal for Uncertainty Quantification

The scientist frequently publishes in venues such as arXiv (Cornell University), SSRN Electronic Journal, Research Square, Computer Methods in Applied Mechanics and Engineering, and the Journal of Engineering Mechanics.

Michael D. Shields collaborates regularly with a number of coauthors, including Dimitris G. Giovanis, Somayajulu L. N. Dhulipala, Katiana Kontolati, Promit Chakroborty, and Somdatta Goswami.

Best Publications

  • Budgeting Research: Three Theoretical Perspectives and Criteria for Selective Integration☆

    Mark Covaleski;John H. Evans;Joan Luft;Michael D. Shields

  • Mapping management accounting: graphics and guidelines for theory-consistent empirical research

    Joan Luft;Michael D. Shields

  • Antecedents of participative budgeting

    J.F. Shields;M.D. Shields

  • Budgeting Research: Three Theoretical Perspectives and Criteria for Selective Integration

    Mark A. Covaleski;John H. Evans;Joan L. Luft;Michael D. Shields

  • What Do Industry-Specialist Auditors Know?

    Ira Solomon;Michael D. Shields;O. Ray Whittington

  • Research in management accounting by North Americans in the 1990s

    Michael D. Shields

  • The importance of national culture in the design of and preference for management controls for multi-national operations

    Chee W. Chow;Michael D. Shields;Anne Wu

  • Handbook of management accounting research

    Christopher S. Chapman;Anthony G. Hopwood;Michael D. Shields

  • Psychology Theory in Management Accounting Research

    Jacob G. Birnberg;Joan Luft;Michael D. Shields

  • The effects of management controls and national culture on manufacturing performance: An experimental investigation☆

    Chee W. Chow;Michael D. Shields;Yoke Kai Chan

  • The design and effects of control systems: tests of direct- and indirect-effects models

    Michael D. Shields;F.Johnny Deng;Yutaka Kato

  • National culture and the preference for management controls: An exploratory study of the firm—Labor market interface☆

    Chee W. Chow;Yutaka Kato;Michael D. Shields

  • Organizational control systems in research and development

    Howard O. Rockness;Michael D. Shields

  • Why Does Fixation Persist? Experimental Evidence on the Judgment Performance Effects of Expensing Intangibles

    Joan L. Luft;Michael D. Shields

  • Effects of organizational process change on responsibility accounting and managers' revelations of private knowledge

    Casey Rowe;Jacob G. Birnberg;Michael D. Shields

  • Management accounting practices in Europe: a perspective from the States

    Michael D. Shields

  • Antecedents and consequences of participative budgeting: Evidence on the effects of asymmetrical

    S. Mark Young;Michael D. Shields

  • Psychology Models of Management Accounting

    Joan Luise Luft;Michael D. Shields

  • The Effects of Personality on a Subject's Information Processing

    Walter McGhee;Michael D. Shields;Jacob G. Birnberg

  • Judgment and decision-making research in accounting and auditing: Judgment and decision-making research in auditing

    Ira Solomon;Michael D. Shields

  • Effects of Audit Report Wording Changes on the Perceived Message

    K. E. Bailey;Joseph H. Bylinski;Michael D. Shields

  • Zimmerman's contentious conjectures: describing the present and prescribing the future of empirical management accounting research

    Joan Luft;Michael D. Shields

  • The role of attention and memory in accounting decisions

    Jacob G. Birnberg;Michael D. Shields

Frequent Co-Authors

Chee W. Chow
Chee W. Chow San Diego State University
Carol Propper
Carol Propper Imperial College London
Irene Hanson Frieze
Irene Hanson Frieze University of Pittsburgh
Wesley J. Johnston
Wesley J. Johnston Georgia State University

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