ResearchBenchmarksSolving Partial Differential Equations on Wave Equation vanilla PINN (test)Solving Partial Differential Equations on Wave Equation vanilla PINN (test)Follow0.94rRMSEdynamic0.81481.65992.5053.3501Jun 3, 2026Evaluation resultsMethodMethodLinksrRMSErMAEAvg Time (s)Speedup vs FP64dynamicApproach=dynamic-preci...Approach=dynamic-precision2026.060.940.911.04FP64Approach=fixed precisionApproach=fixed precision2026.061.471.4311FP32Approach=fixed precisionApproach=fixed precision2026.064.073.74483.852.76