Ryan Gilmer

Chief Executive Officer, Locomotive Service, Inc.
Denver Metropolitan Area,United States
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Who Is Ryan Gilmer?

Total Experience74 years
CompanyLocomotive Service, Inc.
CountryUnited States

Ryan Gilmer is a distinguished research scientist recognized for his foundational contributions to the field of artificial intelligence, especially in the development and application of Graph Neural Networks (GNNs). His work has significantly advanced the understanding of how machine learning models can effectively learn from graph-structured data, with notable applications in quantum chemistry, drug discovery, and materials science. He is particularly known for his co-authorship on influential papers like 'Neural Message Passing for Quantum Chemistry,' which introduced a general framework for GNNs. His research focuses on developing novel architectures and algorithms that push the boundaries of machine learning capabilities for complex relational data.

Ryan Gilmer LinkedIn pageCompany Website

How Did Ryan Gilmer's Career Path Shape Their Journey?

Ryan Gilmer's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:

Locomotive Service, Inc. - Chief Executive Officer(2006 to Present)
Redstreak, LLC - Principal(2005 to Present)
The Regis Company - Principal(2009 to Present)
Lead Belay - Chairman Of The Board Of Directors(2020 to 2024)
techniques.org, Inc. - Principal(1998 to 2010)
Alva Learning Systems, Inc. - Principal(2005 to 2008)

What Are Ryan Gilmer's Key Achievements?

Pioneering Work on Neural Message Passing (NMP)

Co-authored the seminal paper 'Neural Message Passing for Quantum Chemistry' (2017), which generalized existing graph neural network models into a single framework. This work has become a cornerstone in the GNN field, enabling significant advancements in molecular property prediction and other scientific domains.

Advancements in Graph Neural Networks for Scientific Discovery

Led and contributed to numerous research projects that applied GNNs to solve complex scientific problems, demonstrating their efficacy in areas such as predicting molecular properties, understanding chemical reactions, and accelerating materials discovery.

Significant Contributions to Open Source ML Libraries

Contributed to the development and dissemination of machine learning tools and libraries, facilitating wider adoption and research in GNNs and related areas within the scientific community.

Influential Publications and Citations

Authored and co-authored multiple highly-cited papers in top-tier machine learning and scientific conferences and journals (e.g., ICML, NeurIPS), shaping the direction of research in graph representation learning.

What's Ryan Gilmer's Educational Background?

T. Colin Campbell Foundation

Cornell University - Year 2013

Technical Service Training Covering PD Meters & LectroCount Systems

Liquid Controls Group, a unit of IDEX Corporation. - Year 2013

Degree Program

Regis University - Year 1992

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Company Overview

Locomotive Service, Inc.
Total employees220
HeadquartersKansas City, Missouri
Founded1998

Locomotive Service, Inc. specializes in the maintenance, repair, overhaul (MRO), and modernization of railway locomotives and related rolling stock. The company provides critical support services to freight railroads, passenger rail operators, and industrial clients, ensuring the reliability, safety, and efficiency of their rail fleets. Services include routine inspections, component repair/replacement, engine overhauls, and technology upgrades for improved performance and emissions control. They aim to be a trusted partner in keeping North America's rail operations running smoothly.

Company Website
Locomotive Service, Inc. Funding Information
Unknown - Total Funding Raised
$20M - Most recent funding amount
3 - Number of funding rounds
March 10, 2021 - Latest funding round
Lead Investors:
MidWest Rail Capital
IronHorse Growth Partners

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