Marcus van Lier-Walqui
- ORCiD
- https://orcid.org/0000-0002-0628-0045
- OpenAlex ID
- https://openalex.org/A5083288725 (API record)
Associated Concepts [?]
- Computer science
- Physics
- Geography
- Meteorology
- Environmental science
- Engineering
- Geology
- Mathematics
- Aerospace engineering
- Telecommunications
- Radar
- Statistics
- Remote sensing
- Quantum mechanics
- Mechanical engineering
- Operating system
- Artificial intelligence
- Political science
- Law
- Statistical physics
- Programming language
- Cloud computing
- Biology
- Bayesian probability
- Astronomy
Authored Works
sorted by decreasing year, and then by display-name
- Unsupervised learning of microphysical process rates using generative machine learning models
- Radar polarimetry and flash rate variability in varying thermodynamic and aerosol environments in Houston, TX
- Machine learning optimal prognostic moments for single-category cloud microphysics parameterizations
- Learning from JEFE: Using an Adjoint Model to Compare Error Sensitivities of Different Bulk Representations of Cloud Microphysics
- Exploring the Feasibility of a Single Liquid Category Bulk Microphysics Scheme
- Bulking Up with the BOSS: Accurate Emulation of the TAU Bin Model's Liquid Microphysics Using Simple Bulk Schemes
- Unifying top-down and bottom-up constraints on Earth system model physics via a Bayesian statistical-physical approach
- Understanding Sensitivity of Climate with a Perturbed Parameter Ensemble of the Community Earth System Model (CESM)
- The Impact of Observational Errors on the Optimization of GCM Free Parameters
- Radar-based Bayesian Estimation of Ice Aggregate Parameters Within a Microphysics Model
- One is Greater than Two for Collision-Coalescence in Bulk Microphysics Schemes
- Learning about microphysical processes from polarimetric radar observations with BOSS
- Bin, bulk, or BOSS? Producing bulk microphysics schemes that emulate bin microphysics using Bayesian inference
Linked Co-Authors
- Adele L. Igel
- Andrew Gettelman
- Arthur Z. Hu
- Duncan Watson-Parris
- Eric C. Bruning
- Gregory S. Elsaesser
- Hugh Morrison
- Israel Silber
- Kara D. Lamb
- Matthew R. Kumjian
- Peter Caldwell
- Po‐Lun Ma
- Sean Patrick Santos
- Timothy Logan
- Trude Eidhammer
Linked Collaborating Institutions
- Columbia University, New York
- Lawrence Livermore National Laboratory, California
- NASA Goddard Space Flight Center, Maryland
- National Center for Atmospheric Research, Colorado
- Pacific Northwest National Laboratory
- Pennsylvania State University
- Purdue University, Indiana
- Tel Aviv University, Israel
- Texas A&M University, College Station
- Texas Technological University
- University of California, Davis
- University of Oxford, UK
- University of Washington, Seattle
- Western Washington University
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