AMARILLO, Texas (AP) — A Saudi man accused of buying chemicals online and attempting to use a weapon of mass destruction was found guilty Wednesday in federal court in Amarillo.

Khalid Ali-M Aldawsari, who was legally in the U.S. on a student visa, was arrested in February 2011 after federal agents secretly searched his apartment near Texas Tech University in Lubbock and found bomb-making chemicals, wiring, a hazmat suit and clocks.

Authorities also discovered Aldawsari’s journal, handwritten in Arabic, in which he wrote he’d been planning a terror attack in the U.S. for years and that it was “time for jihad,” or holy war, court documents show.

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