LICENSE

COPYRIGHT AND PERMISSION NOTICE Penn Software PirateNet Copyright (C) 2023The Trustees of the University of Pennsylvania All rights reserved.

The Trustees of the University of Pennsylvania (“Penn”) and Paris Perdikaris, Sifan Wang, the developer(s) (“Developer”) of
Penn Software PirateNet (“Software”) give recipient (“Recipient”) and Recipient’s Institution (“Institution”) permission to use, copy,
and modify the software in source and binary forms, with or without modification for non-profit research purposes
only provided that the following conditions are met:


All copies of Software in binary form and/or source code, related documentation and/or other materials provided
with the Software must reproduce and retain the above copyright notice, this list of conditions and the following disclaimer.


Recipient shall have the right to create modifications of the Software (“Modifications”) for their internal research and academic purposes only.


All copies of Modifications in binary form and/or source code and related documentation
must reproduce and retain the above copyright notice, this list of conditions and the following disclaimer.


Recipient and Institution shall not distribute Software or Modifications to
any third parties without the prior written approval of Penn.


Recipient will provide the Developer with feedback on the use of the Software and Modifications, if any, in their research.
The Developers and Penn are permitted to use any information Recipient provides in making changes to the Software.
All feedback, bug reports and technical questions shall be sent to: pgp(at)seas.upenn.edu


Recipient acknowledges that the Developers, Penn and its licensees may develop modifications to Software
that may be substantially similar to Recipient’s modifications of Software, and that the Developers,
Penn and its licensees shall not be constrained in any way by Recipient in Penn’s or its licensees’ use
or management of such modifications. Recipient acknowledges the right of the Developers and Penn to prepare
and publish modifications to Software that may be substantially similar or functionally equivalent to your
modifications and improvements, and if Recipient or Institution obtains patent protection for any modification or
improvement to Software, Recipient and Institution agree not to allege or enjoin infringement of their patent
by the Developers, Penn or any of Penn’s licensees obtaining modifications or improvements to Software from the Penn or the Developers.


Recipient and Developer will acknowledge in their respective publications the contributions
made to each other’s research involving or based on the Software. The current citations for Software are:

1. Wang, S., Li, B., Chen, Y. and Perdikaris, P., 2024. PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks. arXiv preprint arXiv:2402.00326.


Any party desiring a license to use the Software and/or Modifications
for commercial purposes shall contact The Penn Center for Innovation at 215-898-9591.


THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS, CONTRIBUTORS, AND THE TRUSTEES OF THE UNIVERSITY
OF PENNSYLVANIA "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
IN NO EVENT SHALL THE COPYRIGHT OWNER, CONTRIBUTORS OR THE TRUSTEES OF THE UNIVERSITY OF PENNSYLVANIA
BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT
OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.