Skip to content
hamburger
Services
Design
Mechanical Design
Prototype Development
Independent Design Assessment
Test
Modal and GVT
Static and Dynamic Strain
Qualification
Free-play Testing
Test-Analysis Correlation
Acoustics
Operational
Flight
Drop and Shock
Analysis
Acoustics
Aeroelasticity and Flutter
AI and Machine Learning
Composite Structures
CFD & FSI
Fatigue and Fracture
Hypersonics
Kinematic and Multibody Dynamics
Loads and Dynamics
Material Characterization
Multiphysics
Optomechanical
Rotorcraft
Thermal
Software
Siemens Solutions
NX
Simcenter Femap
Simcenter STAR-CCM+
Simcenter Nastran
Simcenter 3D
Simcenter Amesim
Simcenter FLOEFD
Simcenter HEEDS
Simcenter Testing
Teamcenter
Fibersim
Simcenter Madymo
Simcenter Prescan
Solid Edge
ATA|Suite
IMAT
IMAT 4XL
VIBRATA
ATTUNE
HYDRO
PRESSMAP
TEMPMAP
Training + Support
Technical Support Hotline
Training
Free Resources
Other Software Tools
Spirits
Industries
Defense
Aerospace
Themed Entertainment
Industrial & Mining
Consumer Products
Insights
Events
Brochures
Case Studies
Technical Papers
Company
About
Careers
Leadership
Quality Management System
Suppliers
Contract Vehicles
News
Awards
Locations
Contact
Search for:
Search for:
Insights
Technical Papers
Hamiltonian-Constrained Neural Networks for Modeling Nonlinear Structural Systems
Hamiltonian-Constrained Neural Networks for Modeling Nonlinear Structural Systems
Request Technical Paper
Please fill out the form to request this technical paper.
Full Name*
(Required)
Company*
(Required)
Title*
(Required)
Email*
(Required)
Phone*
(Required)
News and Training Updates
I would like to receive ATA news updates and information about software releases
I would like to receive ATA’s software training newsletter
Privacy Policy
(Required)
I agree to have my information stored
Privacy Policy.
*
Δ
close
Services
Design
Mechanical Design
Prototype Development
Independent Design Assessment
Test
Modal and GVT
Static and Dynamic Strain
Qualification
Free-play Testing
Test-Analysis Correlation
Acoustics
Operational
Flight
Drop and Shock
Analysis
Acoustics
Aeroelasticity and Flutter
AI and Machine Learning
Composite Structures
CFD & FSI
Fatigue and Fracture
Hypersonics
Kinematic and Multibody Dynamics
Loads and Dynamics
Material Characterization
Multiphysics
Optomechanical
Rotorcraft
Thermal
Software
Siemens Solutions
NX
Simcenter Femap
Simcenter STAR-CCM+
Simcenter Nastran
Simcenter 3D
Simcenter Amesim
Simcenter FLOEFD
Simcenter HEEDS
Simcenter Testing
Teamcenter
Fibersim
Simcenter Madymo
Simcenter Prescan
Solid Edge
ATA|Suite
IMAT
IMAT 4XL
VIBRATA
ATTUNE
HYDRO
PRESSMAP
TEMPMAP
Training + Support
Technical Support Hotline
Training
Free Resources
Other Software Tools
Spirits
Industries
Defense
Aerospace
Themed Entertainment
Industrial & Mining
Consumer Products
Insights
Events
Brochures
Case Studies
Technical Papers
Company
About
Careers
Leadership
Quality Management System
Suppliers
Contract Vehicles
News
Awards
Locations
Request Technical Paper
Please fill out the form to request this technical paper.