CV

Certificates

• Machine learning (Stanford University online, 2015)
• Deep learning for computer vision (Nvidia, 2020)

Publications

Seismic ambient noise around the South China Sea: seasonal and spatial variations, and implications for its climate and surface circulation

Passive Source Ocean Bottom Seismograph OBS Array Experiment in South China Sea and Data Quality Analyses

The Characteristics of Microseisms in South China Sea: Results From a Combined Data Set of OBSs, Broadband Land Seismic Stations, and a Global Wave Height Model

Geomorphometric Assessment of Glacier State in the Karakoram, Himalaya

Geomorphometry: Quantitative Land-Surface Analysis and Modeling

High-Resolution UAS Imagery in Agricultural Research Concepts, Issues, and Research Directions

Embracing Crowdsensing: An Enhanced Mobile Sensing Solution for Road Anomaly Detection

Spatial Analysis and Modeling in Geomorphology

Modeling Debris-Covered Glacier Dynamics in the Karakoram Himalaya

Fast Sequential Feature Extraction for Recurrent Neural Network-based Hyperspectral Image Classification

Numerical Modeling Issues for Understanding Complex Debris-Covered Glaciers

Issues in Climate Analysis and Modeling for Understanding Mountain Erosion Dynamics

Modeling Surface Processes on Debris-Covered Glaciers: A Review with Reference to the High Mountain Asia

Understanding Complex Debris-Covered Glaciers: Concepts, Issues and Research Directions

Modeling the Feedbacks Between Surface Ablation and Morphological Variations on the Debris-Covered Baltoro Glacier in the Central Karakoram

Modeling Supraglacial Ponding and Drainage Dynamics: Responses to Glacier Surface Topography and on Debris Flux Conditions

Near-real-time Global Gridded Daily CO2 Emissions

Reinforcement Learning-Based Fleet Dispatching for Greenhouse Gas Emission Reduction in Open-Pit Mining Operations

Carbon Monitor Cities near-real-time daily estimates of CO2 emissions from 1500 cities worldwide

Near-real-time daily estimates of fossil fuel CO2 emissions from major high-emission cities in China

Charging toward decarbonized electrification: revisiting Beijings power system

Smart dispatching for low-carbon mining fleet: A deep reinforcement learning approach

How do we decarbonize one billion vehicles by 2050? Insights from a comparative life cycle assessment of electrifying light-duty vehicle fleets in the United States, China, and the United Kingdom

Talks

Understanding Climate-Glacier Dynamics in the Karakoram Himalaya using Debris-Flux and Ablation Modeling

December 11, 2019

Poster at American Geophysical Union Fall Meeting, San Francisco, California

Greenhouse Gas Emission Reduction for Mining Fleets via Smart Dispatching Based on Deep Reinforcement Learning

May 01, 2022

Presentation at Annual Convention of the Canadian Institute of Mining, Metallurgy and Petroleum (CIM), Vancouver, BC, Canada

Near-Real-Time Estimates of Daily Fossil-Fuel CO2 Emissions from Cities Worldwide

September 26, 2022

Online Presentation and Poster at Metrology for Climate Action Workshop 2022, Online

Carbon Monitor Cities, Near-Real-Time Monitoring of Daily Fossil-Fuel CO2 Emissions from Cities Worldwide

July 02, 2023

Oral Presentation at International Conference on Industrial Ecology (ISIE 2023), Leiden, Netherlands

Smart Mining Fleet Dispatching System to Reduce Greenhouse Gas Emissions Using Deep Reinforcement Learning

July 03, 2023

Poster Presentation at International Conference on Industrial Ecology (ISIE 2023), Leiden, Netherlands

Modelling Toronto’s Net Zero Strategy Using LENZ Modelling Suite

December 10, 2024

Oral Presentation at EMH (Energy Modelling Hub) 2024 Annual Forum, Ottawa, Canada

From Research to Practice: How Science Informs Government Decision Making

February 28, 2025

Oral Presentation at International Society for Industrial Ecology (ISIE) Student Section Webinar, Online

Teaching

GEOG 391: Geodatabases

GEOG 477/677: Terrain Analysis Mapping

GEOG 475: Advanced GIS