Aim and scope of the workshop:
The
field of inverse problems has existed in many branches of earth sciences,
physical sciences, engineering and mathematics for a long time. Inverse
problems are typically ill-posed. In recent years, different inverse problems
in frontiers of sciences appear. Standard methods for inverse problems are
regularization methods. Optimization methods are widely used in other science
and engineering fields, for example, big data and intelligent computing,
geophysical prospecting, transportation, biology, communication and image
processing. Meanwhile, optimization methods have also been applied in
computational inversion applications.
We
welcome all experts, researchers and young students who work in inversion,
optimization and application fields to attend this workshop in the Longyan
University, Longyan, Fujian Province, so that we can exchange ideas, create
sparks and highlight the future.
The discussion would be including the following topics
(not limited):
- Inverse and
ill-posed problems
- Regularization
techniques and recent developments
- Optimization
theory and methods
- Nonstandard
regularization methods
- Geophysical
inverse problems
- Big data and
machine learning
- More
applications in frontiers of science
Through this workshop
we hope that we can attract some young students and scholars to step in this
field and work on those important practical problems. This workshop will play
an important role in stimulating inversion application researches and modern
optimization researches, encouraging cross-disciplinary collaborations, and
promoting the application of regularization and optimization techniques to
industries and other science and engineering fields.
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