Isotope separation via liquid solution centrifugationCU22257Efficient, scalable isotope separation via liquid solution centrifugation; safe, eco-friendly, high-throughput, tunable selectivity across elements.TagsCountercurrent exchangeEnergyEnvironmentally friendlyInventorsAlexander N. HallidayHeng ChenJoseph Francis WildManagerDovina QuDepartmentsApplied Physics & Applied Math (APAM)Earth and Environmental SciencesLamont-Doherty Earth Observatory (LDEO)DivisionsLamont-Doherty Earth Observatory (LDEO)Fu Foundation School of Engineering and Applied Science (SEAS)Release Date2023-02-13
WHITS Downloadable Package: Accurate and unbiased global 10,000-year stochastic catalog of tropical cyclone tracks and wind dataCU25254Global 10,000-year synthetic tropical cyclone catalog with unbiased tracks and wind data for insurance risk modeling and resilience.TagsDatabaseMachine learningReinsuranceInventorsJennifer NakamuraUpmanu LallManagerDovina QuDepartmentsCivil Engineering and Engineering MechanicsLamont-Doherty Earth Observatory (LDEO)DivisionsLamont-Doherty Earth Observatory (LDEO)Fu Foundation School of Engineering and Applied Science (SEAS)Release Date2025-08-06
Improved monitoring and forecasting of El Niño, La Niña, and the Southern Oscillation (ENSO) with advanced maps, data, and prediction modelsCU17011Comprehensive ENSO forecasting via IRI Columbia: integrated datasets, probabilistic 12-month predictions, and global collaboration.TagsAtmospheric circulationAtmospheric pressureClimatologyInventorsAnthony G. BarnstonManagerDovina QuDepartmentsInternational Research Institut for Climate and SocietyDivisionsLamont-Doherty Earth Observatory (LDEO)Release Date2016-07-21
An interactive mapping platform for climate forecastsCU17015Interactive Forecast Map Rooms provide bias-corrected, probabilistic seasonal climate forecasts and six-day weather maps for decision-makers.TagsData visualizationFinancial instrumentFood securityInventorsAndrew RobertsonAnthony G. BarnstonLisa GoddardManagerDovina QuDepartmentsInternational Research Institute for Climate and SocietyInternational Research Institute for Climate and Society and Applied Math/ApplieInternational Research Institut for Climate and SocietyDivisionsLamont-Doherty Earth Observatory (LDEO)Release Date2020-10-23
Logging-while-coring as a method for recording data while downhole coringM04-010Simultaneous downhole coring and LWD data collection enables single-site core logging, saving time and improving correlation.TagsBiomassBoreholeCoalInventorsDavid S. GoldbergGregory MyersManagerDovina QuDepartmentsLamont-Doherty Earth Observatory (LDEO)DivisionsLamont-Doherty Earth Observatory (LDEO)Release Date2018-08-20
System for ranking electrical grid failuresM06-086A boosting-based ML system ranks grid components by failure risk to optimize maintenance, reducing costs and boosting reliability.TagsBig dataDecision support systemElectrical networkInventorsAlbert G. BoulangerDavid WaltzMarta AriasManagerDovina QuDepartmentsCenter for Computational Learning Systems (CCLS)Lamont-DohertyLamont-Doherty Earth Observatory (LDEO)DivisionsLamont-Doherty Earth Observatory (LDEO)Fu Foundation School of Engineering and Applied Science (SEAS)Release Date2018-11-30
Software reliability model predicts component failure ratesM11-087A semiparametric, ML-driven reliability model predicts component failures in industrial networks to optimize maintenance and outages.TagsMachine learningOperations managementStochastic processInventorsAlbert G. BoulangerLeon Li WuRoger N. AndersonManagerDovina QuDepartmentsCenter for Computational Learning Systems (CCLS)CS/SEASCS/SEAS and LDEO/EIDivisionsLamont-Doherty Earth Observatory (LDEO)Faculty of the Arts & SciencesFu Foundation School of Engineering and Applied Science (SEAS)Release Date2018-09-11
Martingale boosting for accelerated machine learning with misclassification noiseM06-005Martingale Boosting: noise-tolerant ensemble method achieving near-optimal accuracy in misclassified data across NLP, vision, and more.TagsAlgorithmData setFacial recognition systemInventorsAlbert G. BoulangerPhilip LongRocco ServedioManagerDovina QuDepartmentsCenter for Computational Learning Systems (CCLS)Computer ScienceCS/SEASDivisionsLamont-Doherty Earth Observatory (LDEO)Fu Foundation School of Engineering and Applied Science (SEAS)Release Date2018-11-12
Prediction algorithm for real-time business decisionsM04-006Integrated real-time risk-assessing algorithm unifies multi-level decisions with reinforcement learning to optimize profitability and efficiency.TagsAlgorithmBusiness processDefinite matrixInventorsAlbert G. BoulangerLiqing XuRoger N. AndersonManagerDovina QuDepartmentsLamont-Doherty Earth Observatory (LDEO)DivisionsLamont-Doherty Earth Observatory (LDEO)Release Date2018-11-30
Machine learning software for optimization of building energy usageCU12298ML-based building energy optimization using historical and real-time data to predict demand, refine with online evaluation.TagsAlgorithmDimensionEfficient energy useInventorsAlbert G. BoulangerDavid SolomonLeon Li WuManagerDovina QuDepartmentsCenter for Computational Learning Systems (CCLS)CS/SEASCS/SEAS and LDEO/EIDivisionsLamont-Doherty Earth Observatory (LDEO)Fu Foundation School of Engineering and Applied Science (SEAS)Release Date2018-08-27
