Michael Greenwood - McMaster Experts

Affiliations

Faculty of Engineering, McMaster University
Adjunct Associate Professor, Materials Science and Engineering, Faculty of Engineering

Scholarly Activity in McMaster Experts

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chapters
- Hydro Quebec Efforts Toward an Integrated Computational Materials Engineering Framework for Hydraulic Turbine Engineering. 3-9. 2025
- Microstructural Evolution of Dilute Al–Si Alloy Deposited on As-Cast Al–Cu Structure in the Hybrid Additive Manufacturing Process. 1665-1669. 2025
conferences
- Phase-Field Simulation of Solidification Behavior of AlSi10Mg Alloys Manufactured Through Direct Metal Laser Sintering. Minerals, Metals and Materials Series. 299-307. 2020
- Advances in materials evaluation for the Canadian SCWR core concept. 36th Annual CNS Conference and 40th CNS-CNA Student Conference - Nuclear in the 21st Century: Global Directions and Canada's Role. 2016
- Development of a CanmetMATERIALS Gen IV Materials Property Database for Materials Selection. 36th Annual CNS Conference and 40th CNS-CNA Student Conference - Nuclear in the 21st Century: Global Directions and Canada's Role. 2016
- Pattern Formation in Directional Solidification. Materials Research Society Symposium - Proceedings. 291-297. 2003
journal articles
- Confinement effects on microstructure length scale selection in chill-cast stainless steel. Materialia. 38:102229. 2024
- Benchmarking machine learning strategies for phase-field problems. Modelling and Simulation in Materials Science and Engineering. 32:065019-065019. 2024
- Efficient first principles based modeling via machine learning: from simple representations to high entropy materials. Journal of Materials Chemistry A. 12:12412-12422. 2024
- Large-Scale Multi-Phase-Field Simulation of 2D Subgrain Growth. Metals. 14:584-584. 2024
- Publisher Correction: Exploiting redundancy in large materials datasets for efficient machine learning with less data. Nature Communications. 15:284. 2024
- A call for caution in the era of AI-accelerated materials science. Matter. 6:4116-4117. 2023
- Exploiting redundancy in large materials datasets for efficient machine learning with less data. Nature Communications. 14:7283. 2023
- A phase field methodology for simulating the microstructure evolution during laser powder bed fusion in-situ alloying process. IOP Conference Series: Materials Science and Engineering. 1281:012017-012017. 2023
- Phase-field modeling of austenitic steels used in turbines. IOP Conference Series: Materials Science and Engineering. 1281:012047-012047. 2023
- A critical examination of robustness and generalizability of machine learning prediction of materials properties. npj Computational Materials. 9. 2023
- A quantitative comparison between pseudo-binary and multi-component phase field models. Computational Materials Science. 222:112101-112101. 2023
- Designing durable, sustainable, high-performance materials for clean energy infrastructure. Cell Reports Physical Science. 4:101200-101200. 2023
- Fast prediction of phase equilibrium at varying temperatures for use in multi-component phase field models. Computational Materials Science. 206:111251-111251. 2022
- Characterizing the microstructural effect of build direction during solidification of laser-powder bed fusion of Al-Si alloys in the dilute limit: A phase-field study. Acta Materialia. 214:116983-116983. 2021
- Supernova neutrino burst detection with the deep underground neutrino experiment. European Physical Journal C. 81. 2021
- Prospects for beyond the Standard Model physics searches at the Deep Underground Neutrino Experiment. European Physical Journal C. 81:322. 2021
- First results on ProtoDUNE-SP liquid argon time projection chamber performance from a beam test at the CERN Neutrino Platform. Journal of Instrumentation. 15:P12004-P12004. 2020
- Neutrino interaction classification with a convolutional neural network in the DUNE far detector. Physical Review D. 102. 2020
- A mean-field model of static recrystallization considering orientation spreads and their time-evolution. Acta Materialia. 199:116-128. 2020
- Volume I. Introduction to DUNE. Journal of Instrumentation. 15:T08008-T08008. 2020
- Volume IV. The DUNE far detector single-phase technology. Journal of Instrumentation. 15:T08010-T08010. 2020
- Long-baseline neutrino oscillation physics potential of the DUNE experiment. European Physical Journal C. 80:978. 2020
- Phase separation and its relationship with thermoelectric properties in tin-substituted magnesium silicide synthesized from melt. Scripta Materialia. 166:128-133. 2019
- Quantitative 3D phase field modelling of solidification using next-generation adaptive mesh refinement. Computational Materials Science. 142:153-171. 2018
- Multicomponent phase-field crystal model for structural transformations in metal alloys. Physical review B (PRB). 87. 2013
- Friction pressure method for simulating solute drag and particle pinning in a multiphase-field model. Modelling and Simulation in Materials Science and Engineering. 20:065008-065008. 2012
- Phase field crystal model of solute drag. Acta Materialia. 60:5752-5761. 2012
- Morphology of monolayer films on quasicrystalline surfaces from the phase field crystal model. Journal of Physics Condensed Matter. 24:135002-135002. 2012
- Modeling structural transformations in binary alloys with phase field crystals. Physical review B (PRB). 84. 2011
- Phase-field-crystal methodology for modeling of structural transformations. Physical Review E. 83:031601. 2011
- Free Energy Functionals for Efficient Phase Field Crystal Modeling of Structural Phase Transformations. Physical Review Letters. 105:045702. 2010
- Competition between surface energy and elastic anisotropies in the growth of coherent solid-state dendrites. Acta Materialia. 57:2613-2623. 2009
- Quantitative phase-field modeling of solidification in binary alloys with nonlinear phase coexistence curves. Physical review B (PRB). 77. 2008
- Adaptive mesh computation of polycrystalline pattern formation using a renormalization-group reduction of the phase-field crystal model. Physical Review E. 76:056706. 2007
- Phase-field simulations of velocity selection in rapidly solidified binary alloys. Physical Review E. 74:031602. 2006
- MULTISCALE MODELING OF SOLIDIFICATION: PHASE-FIELD METHODS TO ADAPTIVE MESH REFINEMENT. International Journal of Modern Physics B. 19:4525-4565. 2005
- Crossover Scaling of Wavelength Selection in Directional Solidification of Binary Alloys. Physical Review Letters. 93:246101. 2004
- MRC/BHF Heart Protection Study of cholesterol-lowering therapy and of antioxidant vitamin supplementation in a wide range of patients at increased risk of coronary heart disease death: early safety and efficacy experience. European Heart Journal. 20:725-741. 1999
preprints