In vivo, the human genome folds into a characteristic ensemble of 3D structures. The mechanism driving the folding process remains unknown. We report a theoretical model for chromatin (Minimal Chromatin Model) that explains the folding of interphase chromosomes and generates chromosome conformations consistent with experimental data. The energy landscape of the model was derived by using the maximum entropy principle and relies on two experimentally derived inputs: a classification of loci into chromatin types and a catalog of the positions of chromatin loops. First, we trained our energy function using the Hi-C contact map of chromosome 10 from human GM12878 lymphoblastoid cells. Then, we used the model to perform molecular dynamics simulations producing an ensemble of 3D structures for all GM12878 autosomes. Finally, we used these 3D structures to generate contact maps. We found that simulated contact maps closely agree with experimental results for all GM12878 autosomes. The ensemble of structures resulting from these simulations exhibited unknotted chromosomes, phase separation of chromatin types, and a tendency for open chromatin to lie at the periphery of chromosome territories.human genome | genome architecture | maximum entropy | molecular dynamics | Hi-C C hromatin comprises a highly flexible polymer composed of nucleosomes, DNA wrapped around histone proteins, connected to one another by a linker region of 20-50 bp. Hundreds of associated structural and regulatory proteins interact with the genetic material, coordinating the way chromatin folds to fit inside the nucleus of eukaryotic cells.The resulting ensemble of partially organized structures brings sections of DNA separated by a great genomic distance into close spatial proximity, and plays an important role in controlling gene transcription (1, 2). Although some of the features of this ensemble can be explained using simple polymer physics (3-6), there is now ample evidence that specific biochemical interactions play a crucial role (7-10). Understanding the interplay between biochemistry, genome architecture, and transcriptional regulation is a major outstanding challenge.For over two decades, molecular biology techniques that combine chromatin fragmentation and proximity ligation have given us quantitative information about how chromatin is organized in vivo (5,(11)(12)(13). In recent years, Hi-C experiments have made it possible to measure the frequency of contact between all pairs of genomic loci using a single experiment.Here, we explore a physical model by which local interactions between genomic loci can lead to the conformations of human chromosomes in interphase. Specifically, we propose a theoretical energy landscape model for chromatin folding, designated the Minimal Chromatin Model (MiChroM), which uses the maximum entropy principle (14, 15) in combination with a minimal number of assumptions to model the structural consequences of the aforementioned biochemical interactions. Importantly, MiChroM can be used to model biochemical inter...