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Molecular Sciences: Software Solutions

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Related lectures (31)

Atomic-Scale Modeling: Introduction & Hands-On Log in to Mediaspace to watch this video

Offers a hands-on introduction to atomic-scale modeling through Jupyter notebooks, focusing on fundamental materials science concepts.

Classical Molecular Dynamics Simulations Log in to Mediaspace to watch this video

Covers classical force fields, molecular dynamics simulations, and supramolecular properties, including intramolecular and intermolecular interactions.

Data-Driven Modeling in Neuroscience: Meenakshi Khosla Log in to Mediaspace to watch this video

By Meenakshi Khosla explores data-driven modeling in large-scale naturalistic neuroscience, focusing on brain activity representation and computational models.

Molecular Dynamics Simulations: Force Fields and Parameterization Log in to Mediaspace to watch this video

Explores molecular dynamics simulations, emphasizing force fields, water models, and parameterization methods.

Molecular Dynamics Basics Log in to Mediaspace to watch this video

Covers the fundamentals of Molecular Dynamics, including the Ergodic Hypothesis, force fields, and periodic boundary conditions.

Quantum Many-Body Dynamics: Artificial Neural Network Approach Log in to Mediaspace to watch this video

Discusses simulating quantum many-body dynamics using artificial neural networks to overcome computational challenges and stabilize solutions.

Improving Density Predictions in Machine Learning Log in to Mediaspace to watch this video

Explores enhancing machine learning predictions by refining error metrics and applying constraints for improved accuracy in electron density predictions.

Deep Learning: Data, Models, and Challenges Log in to Mediaspace to watch this video

Provides an overview of deep learning concepts, focusing on data, model architecture, and challenges in handling large datasets.

Computational Science and Engineering: Master Program Overview Log in to Mediaspace to watch this video

Outlines the Master in Computational Science and Engineering program at EPFL, detailing its structure, projects, and career opportunities for graduates.

Feedback Mechanisms in Visual Intelligence and Adaptation Log in to Mediaspace to watch this video

Explores the significance of feedback mechanisms in visual intelligence and adaptation processes.

Scientific Computing in Neuroscience Log in to Mediaspace to watch this video

Explores scientific computing in neuroscience, emphasizing the simulation of neurons and networks using tools like NEURON, NEST, and BRIAN.

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