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unified backprop spelling

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2021-03-25 12:34:02 +08:00
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diffphys-dpvspinn.md
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@@ -37,7 +37,7 @@ The following table summarizes these findings:
| Method | ✅ Pro | ❌ Con |
|----------|-------------|------------|
| **PINN** | - Analytic derivatives via back-propagation | - Expensive evaluation of NN, as well as derivative calculations |
| **PINN** | - Analytic derivatives via backpropagation | - Expensive evaluation of NN, as well as derivative calculations |
| | - Simple to implement | - Incompatible with existing numerical methods |
| | | - No control of discretization |
| **DiffPhys** | - Leverage existing numerical methods | - More complicated to implement |