Hard constraints possible for neural fields
We have developed a technique to impose hard constraints for neural fields by construction. The technique allows for constraints of arbitrary order, making it suitable for a range of tasks from surface reconstruction to solving differential equations. Our paper Neural Fields with Hard Constraints of Arbitrary Differential Order is accepted at NeurIPS 2023. The codebase will soon be available.