James Koch

14 papers C 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Non-Exclusive Notifications for Ride-Hailing at Lyft I: Single-Cycle Approximation Algorithms.
CoRR
Farbod Ekbatani, Rad Niazadeh, Mehdi Golari, Romain Camilleri, Titouan Jehl, Chris Sholley, Matthew Leventi, Theresa Calderon, Angela Lam, Paul Havard Duclos, Tim Holland, James Koch, Shreya Reddy
2026 J jnl
Non-Exclusive Notifications for Ride-Hailing at Lyft II: Simulations and Marketplace Analysis.
CoRR
Farbod Ekbatani, Rad Niazadeh, Mehdi Golari, Romain Camilleri, Titouan Jehl, Chris Sholley, Matthew Leventi, Theresa Calderon, Angela Lam, Paul Havard Duclos, Tim Holland, James Koch, Shreya Reddy
2025 J jnl
First Contact: Data-driven Friction-Stir Process Control.
CoRR
James Koch, Ethan King, WoongJo Choi, Megan Ebers, David Garcia, Ken Ross, Keerti Kappagantula
2025 — conf
Learning Neural Differential Algebraic Equations via Operator Splitting.
CDC
James Koch, Madelyn Shapiro, Himanshu Sharma, Draguna L. Vrabie, Ján Drgona
2025 J jnl
Neural lumped parameter differential equations with application in friction-stir processing.
J. Intell. Manuf.
James Koch, WoongJo Choi, Ethan King, David Garcia, Hrishikesh Das, Tianhao Wang, Ken Ross, Keerti Kappagantula
2024 C conf
Data-Driven Invertible Neural Surrogates of Atmospheric Transmission.
IGARSS
James Koch, Brenda Forland, Bruce Bernacki, Timothy Doster, Tegan Emerson
2024 J jnl
Data-Driven Invertible Neural Surrogates of Atmospheric Transmission.
CoRR
James Koch, Brenda Forland, Bruce Bernacki, Timothy Doster, Tegan Emerson
2024 J jnl
Graph Neural Ordinary Differential Equations for Coarse-Grained Socioeconomic Dynamics.
CoRR
James Koch, Pranab Roy Chowdhury, Heng Wan, Parin Bhaduri, Jim Yoon, Vivek Srikrishnan, W. Brent Daniel
2024 J jnl
Neural Differential Algebraic Equations.
CoRR
James Koch, Madelyn Shapiro, Himanshu Sharma, Draguna L. Vrabie, Ján Drgona
2024 J jnl
STARS: Sensor-agnostic Transformer Architecture for Remote Sensing.
CoRR
Ethan King, Jaime Rodriguez, Diego Llanes, Timothy Doster, Tegan Emerson, James Koch
2024 — conf
Stars: Sensor-Agnostic Transformer Architecture for Remote Sensing.
WHISPERS
Ethan King, Jaime Rodriguez, Diego Llanes, Timothy Doster, Tegan Emerson, James Koch
2023 J jnl
Neural Lumped Parameter Differential Equations with Application in Friction-Stir Processing.
CoRR
James Koch, WoongJo Choi, Ethan King, David Garcia, Hrishikesh Das, Tianhao Wang, Ken Ross, Keerti Kappagantula
2022 J jnl
Physics-informed Machine Learning of Parameterized Fundamental Diagrams.
CoRR
James Koch, Thomas Maxner, Vinay Amatya, Andisheh Ranjbari, Chase Dowling
2022 J jnl
Structural Inference of Networked Dynamical Systems with Universal Differential Equations.
CoRR
James Koch, Zhao Chen, Aaron Tuor, Ján Drgona, Draguna L. Vrabie