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Carla Gomes receives the 2021 ACM–AAAI Allen Newell Award
Carla Gomes of Cornell University receives the ACM-AAAI Allen Newell Award for establishing and nurturing the field of computational sustainability and for foundational contributions to artificial intelligence.
awards.acm.org/award_winners/gomes_3449980
cis.cornell.edu/gomes-receives-acm-%E2%80%93-aaai-allen-newell-award
มุมมอง: 458

วีดีโอ

SARA - the Scientific Autonomous Reasoning Agent
มุมมอง 3632 ปีที่แล้ว
Autonomous experimentation enabled by artificial intelligence offers a new paradigm for accelerating scientific discovery. Nonequilibrium materials synthesis is emblematic of complex, resource-intensive experimentation whose acceleration would be a watershed for materials discovery. We demonstrate accelerated exploration of metastable materials through hierarchical autonomous experimentation go...
Deep Reasoning Networks: Combining deep learning with reasoning for discovery
มุมมอง 1.4K3 ปีที่แล้ว
Crystal-structure phase mapping is a core, long-standing challenge in materials science that requires identifying crystal phases, or mixtures thereof, in x-ray diffraction measurements of synthesized materials. Phase mapping algorithms have been developed that excel at solving systems with up to several unique phase mixtures, wherein each phase has a readily distinguishable diffraction pattern....
Samuel Buteau: Applying Machine Learning to Understand Lithium-ion Cells
มุมมอง 5204 ปีที่แล้ว
Samuel Buteau, Dalhousie University May 15, 2020 Title: Applying Machine Learning to Understand Lithium-ion Cells CompSust Open Graduate Seminar (COGS) www.compsust.net/cogs.php Abstract: Lithium-ion cells have a huge role to play in electrifying transportation and transitioning the grid to use solar and wind energy. To be competitive, these cells need to pack a lot of energy at low cost and ha...
Sujith Mangalathu: Analytics-Driven Models to Support the Design and Service-Life Management of...
มุมมอง 2594 ปีที่แล้ว
Sujith Mangalathu, UCLA May 1, 2020 Title: Analytics-Driven Models to Support the Design and Service-Life Management of Infrastructure Systems CompSust Open Graduate Seminar (COGS) www.compsust.net/cogs.php Abstract: The rapid increase in computational power, coupled with the improvements in numerical modeling and availability of performance data provides a unique opportunity to enhance the res...
Riccardo Pressiani: A Comprehensive Hardware and Software Solution for Identifying Wild Animals'...
มุมมอง 1354 ปีที่แล้ว
Riccardo Pressiani, UIC Apr 17, 2020 Title: A Comprehensive Hardware and Software Solution for Identifying Wild Animals' Behaviors CompSust Open Graduate Seminar (COGS) www.compsust.net/cogs.php Abstract: Activity recognition and, more generally, behavior inference tasks are gaining a lot of interest. Much of it is work in the context of human behavior. New available tracking technologies for w...
Sara Beery: Improving Computer Vision for Camera Traps: Leveraging Practitioner Insight to Build...
มุมมอง 4744 ปีที่แล้ว
Sara Beery, CalTech Apr 3, 2020 Title: Improving Computer Vision for Camera Traps: Leveraging Practitioner Insight to Build Solutions for Real-World Challenges CompSust Open Graduate Seminar (COGS) www.compsust.net/cogs.php Abstract: Camera traps are widely used to monitor animal populations and behavior, and generate vast amounts of data. There is a demonstrated need for machine learning model...
Tegan Maharaj: Thoughts and Experiments at the Intersection of Theoretical Ecology and Deep Learning
มุมมอง 2254 ปีที่แล้ว
Tegan Maharaj, Mila - Quebec AI Institute Mar 20, 2020 Title: Thoughts and Experiments at the Intersection of Theoretical Ecology and Deep Learning CompSust Open Graduate Seminar (COGS) www.compsust.net/cogs.php Abstract: The current research is at the intersection of theoretical ecology and deep learning. I'll give an intro to theoretical ecology/ecosystem modelling, and then I'll talk about w...
Bryan Wilder: Group-Fairness in Influence Maximization
มุมมอง 2644 ปีที่แล้ว
Bryan Wilder, Harvard Mar 6, 2020 Title: Group-Fairness in Influence Maximization CompSust Open Graduate Seminar (COGS) www.compsust.net/cogs.php Abstract: Influence maximization is a widely used model for information dissemination in social networks. Recent work has employed such interventions across a wide range of social problems, spanning public health, substance abuse, and international de...
Amrita Gupta: Budget-Constrained Demand-Weighted Network Design for Resilient Infrastructure
มุมมอง 1484 ปีที่แล้ว
Amrita Gupta: Budget-Constrained Demand-Weighted Network Design for Resilient Infrastructure
Ming Jin: Robust Data Analytics for Safety-Critical Systems
มุมมอง 6454 ปีที่แล้ว
Ming Jin: Robust Data Analytics for Safety-Critical Systems
Roel Dobbe: An Integrative Approach to Data-Driven Control in Electric Distribution Networks
มุมมอง 1915 ปีที่แล้ว
Roel Dobbe: An Integrative Approach to Data-Driven Control in Electric Distribution Networks
Sherrie Wang: Weakly Supervised Learning for Satellite Imagery: Applications in Crop Mapping
มุมมอง 3555 ปีที่แล้ว
Sherrie Wang: Weakly Supervised Learning for Satellite Imagery: Applications in Crop Mapping
Di Chen: End-to-End learning for the Deep Multivariate Probit Model
มุมมอง 3.8K6 ปีที่แล้ว
Di Chen: End-to-End learning for the Deep Multivariate Probit Model
Computational Sustainability: Computing for a Better World
มุมมอง 6K6 ปีที่แล้ว
Computational Sustainability: Computing for a Better World
Kevin Winner: Inference and Learning with Generating Functions for Population Dynamics
มุมมอง 666 ปีที่แล้ว
Kevin Winner: Inference and Learning with Generating Functions for Population Dynamics
Haifeng Xu: "Strategic Coordination of Human Patrollers and UAVs with Signaling for Security Games"
มุมมอง 2146 ปีที่แล้ว
Haifeng Xu: "Strategic Coordination of Human Patrollers and UAVs with Signaling for Security Games"
Vipin Kumar "Big Data in Climate and Earth Sciences"
มุมมอง 9316 ปีที่แล้ว
Vipin Kumar "Big Data in Climate and Earth Sciences"
Yexiang Xue: "Avicaching: a Two-stage Game for Bias Reduction in Citizen Science"
มุมมอง 2646 ปีที่แล้ว
Yexiang Xue: "Avicaching: a Two-stage Game for Bias Reduction in Citizen Science"
Scott Worland: "Exploring The Drivers of Municipal Water Use in The U.S"
มุมมอง 676 ปีที่แล้ว
Scott Worland: "Exploring The Drivers of Municipal Water Use in The U.S"
John Selker, "The TAHMO model for African Climate Observation."
มุมมอง 1766 ปีที่แล้ว
John Selker, "The TAHMO model for African Climate Observation."
Tanya Berger-Wolf, "Computational Behavioral Ecology"
มุมมอง 2916 ปีที่แล้ว
Tanya Berger-Wolf, "Computational Behavioral Ecology"
Ranveer Chandra & Sudipta Sinha, "Farmbeats: AI & IoT for Agriculture"
มุมมอง 1.4K6 ปีที่แล้ว
Ranveer Chandra & Sudipta Sinha, "Farmbeats: AI & IoT for Agriculture"
Nicole Sintov, "Theory + practice: Promoting sustainable behavior in real-world settings"
มุมมอง 1376 ปีที่แล้ว
Nicole Sintov, "Theory practice: Promoting sustainable behavior in real-world settings"
Michela Milano, "Empirical Model Learning for Sustainability Challenges"
มุมมอง 2177 ปีที่แล้ว
Michela Milano, "Empirical Model Learning for Sustainability Challenges"
Michela Milano, "Empirical Model Learning for Sustainability Challenges"
มุมมอง 6467 ปีที่แล้ว
Michela Milano, "Empirical Model Learning for Sustainability Challenges"
Kristian Kersting,"Feeding the world w/Big Data:Spectral Characteristics & Dynamics..."
มุมมอง 2227 ปีที่แล้ว
Kristian Kersting,"Feeding the world w/Big Data:Spectral Characteristics & Dynamics..."
Paul Fackler, "Solving stochastic dynamic programming models without transition matrices"
มุมมอง 9497 ปีที่แล้ว
Paul Fackler, "Solving stochastic dynamic programming models without transition matrices"
Kevin Leyton-Brown, "Kudu: An Electronic Market for Agricultural Trade in Uganda"
มุมมอง 3567 ปีที่แล้ว
Kevin Leyton-Brown, "Kudu: An Electronic Market for Agricultural Trade in Uganda"
Panel: Wildlife Conservation Challenges
มุมมอง 2837 ปีที่แล้ว
Panel: Wildlife Conservation Challenges