Add qLogNEHVI optimization, fix FixedFeatureModel index bug - #8
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…mization - Fix critical bug: FixedFeatureModel placed values at wrong positions when indices were unsorted (e.g. Time=28 and MaterialSource=0 swapped) - Calibrate CONCRETE_BOUNDS_DICT to training data with ~20% margin - Add mode-specific reference points (MORTAR/CONCRETE_REFERENCE_POINT) - Add qLogNEHVI acquisition function optimization section to notebook - Add regression tests for both bugs (unsorted indices, bounds range) - Move coverage config to pyproject.toml, matplotlib as core dependency - Clean notebook metadata, rename figures, restructure README - 84 tests, 100% coverage
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