Abstract: Physics-informed neural networks (PINNs) offer a flexible framework for solving differential equations using physical constraints and data. This study focuses on second-order ...

Sufficient evidence exists to support a jury’s $1.3 million in damages awarded to a synthetic braid company that said a competitor infringed its trademark, the Fifth Circuit ruled. A jury could have ...

"The Supreme Court must put a stop to our courts treating the Second Amendment as if it were not part of the Bill of Rights," attorneys for the plaintiffs said in a joint statement. The U.S. Court of ...

In a decision handed down Thursday, the U.S. Court of Appeals for the Second Circuit denied the petition of Saul Hernandez Flores, a Mexican citizen seeking to halt his removal from the United States.

Boston-based federal appeals court skeptical of Trump's order One appeals court has already ruled order is unconstitutional Aug 1 (Reuters) - U.S. President Donald Trump's order restricting birthright ...

The Ninth Circuit Court of Appeals issued a ruling Friday to maintain the temporary restraining order, granted by a federal judge, over how the federal government conducts immigration enforcement ...

X Corp. convinced the DC Circuit to vacate a broad order forbidding disclosure about law enforcement’s subpoenas for social media account information, with the panel finding Friday a lower court ...

“The Federal Circuit panel said SAP correctly argued that the lower court ‘expressed an overly demanding standard in criticizing SAP for failing to specifically identify individuals as trial witnesses ...