Maidanov, K. and Fratlin, H. 2025. Demandflex-Lstm: A Long Short-Term Memory Model for Forecasting Adaptive Material Requirements in Lean Manufacturing. International Academic Journal of Science and Engineering. 12, 3 (Sep. 2025), 51–58. DOI:https://doi.org/10.71086/IAJSE/V12I3/IAJSE1226.