"Using Neural Networks in Numerical Climate and Weather Forecast Systems", 89-th AMS Annual Meeting, Seventh Conference on Artificial Intelligence Applications to Environmental Science, Phoenix, AZ, 11-15 January, 2009 - Invited
"Ensembles
of Numerical Climate and Weather Prediction Models Using Neural Network
Emulations of Model Physics", The 2008 IEEE
World Congress on Computational Intelligence, Hong Kong, June 1-6,
2008 - Oral
"NN Emulations of Complex Geophysical Mappings: Some Atmospheric
and Oceanic Applications ", University of RI, November 9, 2007 -
Invited
“Acceleration
of Calculations and Improvement of Model Physics Using Neural Networks ”,
GFDL, Princeton, May 31, 2007 - Invited
"Hybrid Numerical Climate and Weather Prediction Models Combining
Deterministic and Statistical Learning Model Components", 87th AMS
Annual Meeting, Fifth Conference on Artificial Intelligence
Applications
to Environmental Science, San Antonio, TX, 14—18 January 2007
- Invited Talk
“Reducing
Uncertainties in Neural Network Jacobians and Improving Accuracy of
Neural
Network Emulations with NN Ensemble Approaches”, 2006
International Joint Conference on Neural Networks, Vancouver, BC,
Canada,
July 16-21, 2006 - Oral
“Using
Neural Network to Enhance Assimilating Sea Surface Height Data into an
Ocean
Model”, Proc., 2006 International Joint Conference
on
Neural Networks,
“Ensemble
of Neural Network Emulations for Climate Model Physics: The Impact on
Climate
Simulations”, Proc., 2006 International Joint
Conference on
Neural Networks,
“Using neural networks for
fast and
accurate approximation of the long wave radiation parameterization in
the NCAR
community atmospheric model: evaluation of computational performance
and
accuracy of approximation”, 15th Symposium on Global Change
and Climate
Variations, 84th AMS Annual Meeting,
“Fast and Accurate
Approximation of
the Long Wave Radiation Parameterization in a GCM Using Neural
Networks:
Evaluation of Computational Performance and Accuracy of Approximation
in the
NCAR CAM-2”, CIMSA 2004 – IEEE International Conference
on
Computational Intelligence for Measurement Systems and Applications, Boston,
MA, USA, 14-16 July 2004 - Invited
Talk
"Application of Neural Networks to Improving Computational
Efficiency of Environmental Models", Second IEEE International
Workshop
on Advanced Environmental Sensing and Monitoring Technologies, Como,
Italy,
24-25 July, 2003 - Invited Talk
"Using adaptive learning techniques for fast and accurate
approximation of physics in numerical models", CIMSA2003, IEEE
International Symposium on
Computational Intelligence for Measurement Systems and Applications,
Lugano,
Switzerland, 29-31 July, 2003 - Invited
Talk
"An intelligent NN system for quality controlled retrieving the
wind
speed from SSM/I measurements", Third Conference on Artificial
Intelligence,
AMS, Long Beach, CA, 9-13 February, 2003 - Poster
"A combination of empirical orthogonal function and neural
network
approaches for parameterizing nonlinear interactions in wind wave
models",
Third Conference on Artificial Intelligence, AMS, Long Beach, CA,
9-13
February, 2003 - Oral
"Neural
Network Applications to Environmental Sciences" 2
days Short Course, 82 Annual Meeting of American
Meteorological Society,
"Artificial Neural Networks in Environmental Sciences. Part I:
NNs
in Satellite Remote Sensing & Satellite Meteorology",
INNS-IEEE International Joint Conference on Neural Networks,
"Artificial Neural Networks in Environmental Sciences. Part II:
NNs
for Fast Parameterization of Physics in Numerical Models",
INNS-IEEE International Joint Conference on Neural Networks,
"Using NN for
Parameterization of
Nonlinear Interactions in Wind Wave Models",
INNS-IEEE International Joint Conference on Neural Networks,
"Domain Check for Input to NN Emulating an Inverse Model",
INNS-IEEE International Joint Conference on Neural Networks,
"NNs in satellite remote sensing, satellite meteorology and
oceanography",
The First International Workshop on Advanced Environmental Sensing and
Monitoring Technologies, Milan, Italy, June 26-28, 2001 - Invited Talk
"Using NNs to improve
computational
efficiency of environmental numerical models",
The First International Workshop on Advanced Environmental Sensing and
Monitoring Technologies, Milan, Italy, June 26-28, 2001 - Invited Talk
"Neural Networks in Environmental Modeling",
Information Technology Seminars: "Focus on the Future", National
"Introduction to Artificial Neural Networks with Atmospheric and
Oceanic Applications",
Second Conference on Artificial Intelligence, 80th AMS Annual
Meeting,
Long Beach, California,10-14 January 2000 - Invited
Talk
"Neural networks as a generic tool for retrieval algorithm
development and direct assimilation",
The 22nd General Assembly of the International Union of Geodesy and
Geophysics,
The University of Birmingham, UK, 18-30 July 1999 - Oral, opening
talk
"Using NNs to retrieve multiple geophysical parameters from
satellite data",
1999 International Joint Conference on Neural Network, July
10-16,
1999,
"Validation of Coastal Sea and Lake Surface Temperature
Measurements
Derived From NOAA/AVHRR Data",
Fifth International Conference on Remote Sensing for Marine and Coastal
Environment, San Diego, California, 5-7 October 1998 - Poster
"GOES-8 imagery as a new source of data to conduct ocean
feature tracking",
Fifth International Conference on Remote Sensing for Marine and Coastal
Environment, San Diego, California, 5-7 October 1998 - Poster
"A neural network multi-parameter algorithm for SSM/I ocean
retrievals: comparisons and validations",
Fifth International Conference on Remote Sensing for Marine and Coastal
Environment, San Diego, California, 5-7 October 1998 - Oral
"Weather patterns over the ocean retrieved by neural network
multi-parameter algorithm from SSM/I",
Fifth International Conference on Remote Sensing for Marine and Coastal
Environment, San Diego, California, 5-7 October 1998 - Poster
"Neural
networks for the empirical solutions of remote sensing problems",
7th International Meeting on Statistical Climatology, Whistler, British
Columbia, Canada, May 25-29, 1998 - Special
Invited Lecture
"Neural networks as a generic tool for satellite retrieval
algorithm
development and for direct assimilation of satellite data into
numerical models",
First Conference on Artificial Intelligence, Phoenix, Arizona, 11-16
January
1998 - Oral
"Neural networks for standard and variational retrievals of
geophysical information in remote sensing",
International Symposium on Spectral Sensing Research, San Diego, CA,
December
3-19, 1997 - Oral
"Using Neural Networks for Empirical Solution of Inverse Problems
in
Satellite Remote Sensing",
"A rapid method for correcting earth location errors in
sequential
satellite imagery used to estimate ocean surface currents",
Third Thematic Conference in Remote Sensing for Marine and Coastal
Environments, Seattle, Washington, USA, September 18-20, 1995 - Poster
"Neural Network as a Tool for Empirical Solution of Inverse
Problem
in Remote Sensing",
World Congress on Neural Networks,
"Neural Networks for Satellite Retrievals of Oceanic Winds",
Third SIAM Conference on Mathematical and Computational Issues in the
Geoscience, San Antonio, Texas, February 8-10, 1995 - Oral, opening
talk