Posts

Adacemic writing

• Microsoft Research: How to Write a Great Research Paper

• Microsoft Research: How to Write a Great Research Paper(PhD)

• Wordvice Webinar: How to Write a Strong Introduction

• UChicago Social Sciences: LEADERSHIP LAB: The Craft of Writing Effectively

• UChicago Social Sciences: LEADERSHIP LAB: Writing Beyond the Academy

• Tips for Scientific Writing - Kristin Sainani

• Effective Data Visualization- Kristin Sainani

• Write to Express, Not to Impress

Communication

• MIT OpenCourseWare: How To Speak by Patrick Winston.

Talks

• Stanford: Deep Reinforcement Learning

• Stanford: Online Learning and Optimization in Distributed Energy Systems: Some Problems and Opportunities

Research Communities

• Amir Beck: Convex and Nonconvex Optimization

• Pierre Pinson: Energy systems

• Dusit (Tao) Niyato: Game theory and Market Mechanism

• Bolun Xu: Power System and Energy Storage

• Pierluigi Mancarella: Multi-energy system optimization and operation

• Ning Zhang (Tsinghua): Multi-energy system optimization and operation

Others

• EasyRL: A good Chinese book to learn RL for beginners

• Graph Neural Network (GNN) and Graph Convolutional Network (GCN)

• 提升口语表达能力

• 莫烦Python

• DDPG code by tensorflow MADDPG code by tensorflow and Pytorch

• Quick tutorials for tensorflow, keras, LSTM

• Physics informed machine learning (PINN) talk 1 talk 2

• Course for Tensorflow + Pytorch + Keras

• Excellent Tensorflow course

• Excellent Pytorch course

• Excellent Deep Reinforcement Learning Course (6 hours)

• Excellent Deep Learning Course (3 hours)

• Python course for beginners (2 hours)

• How to read and understand a scientific article very nice for the newbies

• An interesting Blog

• An interesting Web

• Tutotial switching from Matlab to Python

• Nonlinear Programming with Matlab (APMonitor/fmincon/Python GEKKO)

• Matlab coding: variable naming rules