Inferring Parameters of Pyramidal Neuron Excitability in Mouse Models of Alzheimer’s Disease Using Biophysical Modeling and Deep Learning
- Soheil Saghafi
- Timothy Rumbell
- et al.
- 2024
- Bulletin of Mathematical Biology
Paper
Publications
35 results for James R. Kozloski
Learning coarse-grained force fields for fibrogenesis modeling
- Ziji Zhang
- Georgios Kementzidis
- et al.
- 2024
- Computer Physics Communications
PaperAI-aided multiscale modeling of physiologically-significant blood clots
- Yicong Zhu
- Changnian Han
- et al.
- 2023
- Computer Physics Communications
PaperCannabinoid signaling and risk in Huntington's disease
- James Humble
- James R. Kozloski
- 2022
- Frontiers in Computational Neuroscience
PaperScalable multiscale modeling of platelets with 100 million particles
- Changnian Han
- Peng Zhang
- et al.
- 2022
- Journal of Supercomputing
PaperNeuronal population models reveal specific linear conductance controllers sufficient to rescue preclinical disease phenotypes
- Sushmita L. Allam
- Timothy H. Rumbell
- et al.
- 2021
- iScience
PaperGenerative adversarial networks for construction of virtual populations of mechanistic models: simulations to study Omecamtiv Mecarbil action
- Jaimit Parikh
- Timothy Rumbell
- et al.
- 2021
- Journal of Pharmacokinetics and Pharmacodynamics
PaperLearning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks
- Germán Abrevaya
- Guillaume Dumas
- et al.
- 2021
- Neural Computation
PaperRobustness of connectome harmonics to local gray matter and long-range white matter connectivity changes: Sensitivity analysis of Connectome Harmonics
- Sébastien Naze
- Timothée Proix
- et al.
- 2021
- NeuroImage
PaperStriatal network modeling in Huntington’s Disease
- Adam Ponzi
- Scott J. Barton
- et al.
- 2020
- PLoS Computational Biology
Paper